From b4d5af1ce5e3d639760aa800edc32f225c37d90d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 19:48:02 +0000 Subject: [PATCH 001/206] add first draft to solve #70 --- episodes/introduction.Rmd | 140 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 140 insertions(+) create mode 100644 episodes/introduction.Rmd diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd new file mode 100644 index 00000000..78a47980 --- /dev/null +++ b/episodes/introduction.Rmd @@ -0,0 +1,140 @@ +--- +title: 'Introduction' +teaching: 10 +exercises: 2 +editor_options: + chunk_output_type: console +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- Why to use R packages for Outbreak analytics? +- What can we do to analyse our outbreak data? +- How can I start doing Outbreak analytics with R? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Explain our vision on the need to outbreak analytics R packages. +- Share our strategy to incorporate R packages into an outbreak analytics pipeline. +- Define our plan to incorporate practical solutions and theoretical concepts on outbreak analytics. + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: prereq + +## Prerequisites + +List (and hyperlink) the lessons/packages which need to be covered before this lesson + +```r +install_version( + package = "EpiNow2", version = "1.4.0", + repos = "http://cran.us.r-project.org" +) +``` + +::::::::::::::::::::::::::::::::: + + +## Introduction + +_write about the Reproduction number (in a motivational way)_ + +Packages are handy tools to reuse code, maintenance, less error prone data analysis steps. + +The `{EpiNow2}` provide us with a a three-steps solution for this task! + +```{r,warning=FALSE} +library(EpiNow2) +``` + + +## First, get your data + +A data frame of observation + +```{r} +example_confirmed +``` + +## Then, set the parameters + +```{r} +incubation_period_fixed <- dist_spec( + mean = 4, sd = 2, + max = 20, distribution = "gamma" +) + +reporting_delay_fixed <- dist_spec( + mean = convert_to_logmean(2, 1), + sd = convert_to_logsd(2, 1), + max = 10, distribution = "lognormal" +) + +generation_time_fixed <- dist_spec( + mean = 3.6, sd = 3.1, + max = 20, distribution = "lognormal" +) +``` + +## Let's calculate R! + +```{r,echo=FALSE} +setup_default_logging(logs = NULL) +``` + +```{r,message=FALSE,warning=FALSE} +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(generation_time_fixed), + delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), + # computation options + stan = stan_opts(cores = 4, samples = 10, chains = 2, + control = list(adapt_delta = 0.99)), + verbose = interactive() +) +``` + +```{r} +base::plot(epinow_estimates) +``` + + +## The problem! + +However, doing this in real life is not as easy as this example! + +Data analysis involves dealing with inputs problems. + +- Read your linelist +- Clean your linelist +- Validate your linelist +- Read parameters from literature + +Also you can usethis R outputs as inputs for other tasks. + +- Forecast cases +- Estimate severity +- Simulate transmission scenarios +- Compare interventions + +At Epiverse-TRACE we are creating packages that complement the current landscape filling gaps of epi-specific challenges in response to outbreaks. + +## How to? + +In first set of episodes we are going to deal with each of these task previous to the _Quantify transmission_ task. These preliminary task are the __Early tasks__. Then we are going to get deeper into the _Quantify transmission_ task, which is within the __Middle tasks__, and later ones in the pipeline called and __Late tasks__. + +![An overview of the tutorial task to cover.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) + +::::::::::::::::::::::::::::::::::::: keypoints + +- Our vision is to have pipelines of R packages for outbreak analytics. +- Our strategy is to create interconnected tasks to get public health relevant outputs. +- Our plan is to introduce about package solutions and theory bits for each of the tasks in the outbreak analytics pipeline. + +:::::::::::::::::::::::::::::::::::::::::::::::: + From 61eab2144720275aa28d8542ee6a7e46b55cf99f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 19:50:29 +0000 Subject: [PATCH 002/206] add introduction episode for lesson_build --- config.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config.yaml b/config.yaml index 1e8b76f1..02861823 100644 --- a/config.yaml +++ b/config.yaml @@ -59,6 +59,7 @@ contact: 'andree.valle-campos@lshtm.ac.uk' #FIXME # Order of episodes in your lesson episodes: +- introduction.Rmd - quantify-transmissibility.Rmd - create-forecast.Rmd - simulating-transmission.Rmd From 8dfc6265ba0eb78ffe779f7b2b0b320656bc5b0c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 20:02:57 +0000 Subject: [PATCH 003/206] fix writing of objectives --- episodes/introduction.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 78a47980..ae2e1a55 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -16,9 +16,9 @@ editor_options: ::::::::::::::::::::::::::::::::::::: objectives -- Explain our vision on the need to outbreak analytics R packages. -- Share our strategy to incorporate R packages into an outbreak analytics pipeline. -- Define our plan to incorporate practical solutions and theoretical concepts on outbreak analytics. +- Explain our vision on the need of outbreak analytics R packages. +- Share our strategy to create R packages into an outbreak analytics pipeline. +- Define our plan to start your learning path in outbreak analytics with R. :::::::::::::::::::::::::::::::::::::::::::::::: From 72e2dd294e2c587b3130535cbf4f0c72e52717e8 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 20:03:33 +0000 Subject: [PATCH 004/206] add structure of questions to last two sections --- episodes/introduction.Rmd | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index ae2e1a55..61d4f42b 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -122,13 +122,16 @@ Also you can usethis R outputs as inputs for other tasks. - Simulate transmission scenarios - Compare interventions +## What can we do? + At Epiverse-TRACE we are creating packages that complement the current landscape filling gaps of epi-specific challenges in response to outbreaks. -## How to? +![An overview of the tutorial task to cover.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) -In first set of episodes we are going to deal with each of these task previous to the _Quantify transmission_ task. These preliminary task are the __Early tasks__. Then we are going to get deeper into the _Quantify transmission_ task, which is within the __Middle tasks__, and later ones in the pipeline called and __Late tasks__. -![An overview of the tutorial task to cover.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) +## How can we start? + +In first set of episodes we are going to deal with each of these task previous to the _Quantify transmission_ task. These preliminary task are the __Early tasks__. Then we are going to get deeper into the _Quantify transmission_ task, which is within the __Middle tasks__, and later ones in the pipeline called and __Late tasks__. ::::::::::::::::::::::::::::::::::::: keypoints From 4a52fc397da7a596ab1f5c63df7b5fd7f6ef90ad Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 20:31:19 +0000 Subject: [PATCH 005/206] remove temporally setup logs chunk --- episodes/introduction.Rmd | 4 ---- 1 file changed, 4 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 61d4f42b..bceb2f91 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -81,10 +81,6 @@ generation_time_fixed <- dist_spec( ## Let's calculate R! -```{r,echo=FALSE} -setup_default_logging(logs = NULL) -``` - ```{r,message=FALSE,warning=FALSE} epinow_estimates <- epinow( # cases From a49028c677d0f47ffa835291e4d9024a60e7ccf7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 21:18:52 +0000 Subject: [PATCH 006/206] reduce object names and visible arguments --- episodes/introduction.Rmd | 23 +++++++++++++---------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index bceb2f91..dddcb000 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -62,18 +62,18 @@ example_confirmed ## Then, set the parameters ```{r} -incubation_period_fixed <- dist_spec( +incubation_period <- dist_spec( mean = 4, sd = 2, max = 20, distribution = "gamma" ) -reporting_delay_fixed <- dist_spec( +reporting_delay <- dist_spec( mean = convert_to_logmean(2, 1), sd = convert_to_logsd(2, 1), max = 10, distribution = "lognormal" ) -generation_time_fixed <- dist_spec( +generation_time <- dist_spec( mean = 3.6, sd = 3.1, max = 20, distribution = "lognormal" ) @@ -81,17 +81,20 @@ generation_time_fixed <- dist_spec( ## Let's calculate R! -```{r,message=FALSE,warning=FALSE} +```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], # delays - generation_time = generation_time_opts(generation_time_fixed), - delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), - # computation options - stan = stan_opts(cores = 4, samples = 10, chains = 2, - control = list(adapt_delta = 0.99)), - verbose = interactive() + generation_time = generation_time_opts(generation_time), + delays = delay_opts( + incubation_period + reporting_delay + ), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 2, + control = list(adapt_delta = 0.99) + ) ) ``` From 4e7ffd73a0256873f9f3dcd55edbf00901186b1f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 22 Nov 2023 21:22:32 +0000 Subject: [PATCH 007/206] change heading level --- episodes/introduction.Rmd | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index dddcb000..c16e1b91 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -44,6 +44,8 @@ _write about the Reproduction number (in a motivational way)_ Packages are handy tools to reuse code, maintenance, less error prone data analysis steps. +## Quantify transmission + The `{EpiNow2}` provide us with a a three-steps solution for this task! ```{r,warning=FALSE} @@ -51,7 +53,7 @@ library(EpiNow2) ``` -## First, get your data +### First, get your data A data frame of observation @@ -59,7 +61,7 @@ A data frame of observation example_confirmed ``` -## Then, set the parameters +### Then, set the parameters ```{r} incubation_period <- dist_spec( @@ -79,7 +81,7 @@ generation_time <- dist_spec( ) ``` -## Let's calculate R! +### Let's calculate R! ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( From bcb2bc8a970f22ddfc11d6c329fab2bfd2f73e25 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 00:57:38 +0000 Subject: [PATCH 008/206] replace episode title --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index c16e1b91..48fd4cc5 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -1,5 +1,5 @@ --- -title: 'Introduction' +title: 'Outbreak analytics pipelines' teaching: 10 exercises: 2 editor_options: From e58131e1093d95d44e8373a3f1817a27089fd531 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 11:25:40 +0000 Subject: [PATCH 009/206] add template and questions for read data episode --- episodes/read-data.Rmd | 113 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 113 insertions(+) create mode 100644 episodes/read-data.Rmd diff --git a/episodes/read-data.Rmd b/episodes/read-data.Rmd new file mode 100644 index 00000000..426f5df2 --- /dev/null +++ b/episodes/read-data.Rmd @@ -0,0 +1,113 @@ +--- +title: 'read-data' +teaching: 10 +exercises: 2 +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- how many different data formats can I read? +- why should I have to validated a linelist? +- how to check for age and date variables? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Explain how to use markdown with the new lesson template +- Demonstrate how to include pieces of code, figures, and nested challenge blocks + +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Introduction + +This is a lesson created via The Carpentries Workbench. It is written in +[Pandoc-flavored Markdown][pandoc] for static files (with extension `.md`) and +[R Markdown][r-markdown] for dynamic files that can render code into output +(with extension `.Rmd`). Please refer to the [Introduction to The Carpentries +Workbench][carpentries-workbench] for full documentation. + +What you need to know is that there are three sections required for a valid +Carpentries lesson template: + + 1. `questions` are displayed at the beginning of the episode to prime the + learner for the content. + 2. `objectives` are the learning objectives for an episode displayed with + the questions. + 3. `keypoints` are displayed at the end of the episode to reinforce the + objectives. + +:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor + +Inline instructor notes can help inform instructors of timing challenges +associated with the lessons. They appear in the "Instructor View" + +:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: challenge + +## Challenge 1: Can you do it? + +What is the output of this command? + +```r +paste("This", "new", "lesson", "looks", "good") +``` + +:::::::::::::::::::::::: solution + +## Output + +```output +[1] "This new lesson looks good" +``` + +::::::::::::::::::::::::::::::::: + + +## Challenge 2: how do you nest solutions within challenge blocks? + +:::::::::::::::::::::::: solution + +You can add a line with at least three colons and a `solution` tag. + +::::::::::::::::::::::::::::::::: +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Figures + +You can include figures generated from R Markdown: + +```{r pyramid, fig.alt = "pie chart illusion of a pyramid", fig.cap = "Sun arise each and every morning"} +pie( + c(Sky = 78, "Sunny side of pyramid" = 17, "Shady side of pyramid" = 5), + init.angle = 315, + col = c("deepskyblue", "yellow", "yellow3"), + border = FALSE +) +``` +Or you can use pandoc markdown for static figures with the following syntax: + +`![optional caption that appears below the figure](figure url){alt='alt text for +accessibility purposes'}` + +![You belong in The Carpentries!](https://raw.githubusercontent.com/carpentries/logo/master/Badge_Carpentries.svg){alt='Blue Carpentries hex person logo with no text.'} + +## Math + +One of our episodes contains $\LaTeX$ equations when describing how to create +dynamic reports with {knitr}, so we now use mathjax to describe this: + +`$\alpha = \dfrac{1}{(1 - \beta)^2}$` becomes: $\alpha = \dfrac{1}{(1 - \beta)^2}$ + +Cool, right? + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `.md` files for episodes when you want static content +- Use `.Rmd` files for episodes when you need to generate output +- Run `sandpaper::check_lesson()` to identify any issues with your lesson +- Run `sandpaper::build_lesson()` to preview your lesson locally + +:::::::::::::::::::::::::::::::::::::::::::::::: + From 4d4e487ae788e5b5603224847c01e7743caed1f9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 11:26:26 +0000 Subject: [PATCH 010/206] add draft chunk for discussion or challenge --- episodes/introduction.Rmd | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 48fd4cc5..01503e14 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -115,6 +115,7 @@ Data analysis involves dealing with inputs problems. - Clean your linelist - Validate your linelist - Read parameters from literature +- Describe the outbreak in person, place, and time Also you can usethis R outputs as inputs for other tasks. @@ -123,6 +124,39 @@ Also you can usethis R outputs as inputs for other tasks. - Simulate transmission scenarios - Compare interventions +::::::::::::::::::::::::::::::::: challenge + +### Your last outbreak response + +Remember your last experience with outbreak data and reflect in these questions: + +- What data sources your needed to understand the outbreak? +- How did you get accessed to that data? +- Is that analysis pipeline you follow reusable for your next response? + +::::::::::::::::: hint + +### HINT (`hint`) + +HINT accordions are created with the `hint` tag and nested within +`challenge` callouts. These offer more context for the challenge that can help +the learner find the solution. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +### SOLUTION (`solution`) + +SOLUTION accordions are created with the `solution` tag and nested within +`challenge` callouts. These provide the learners with the solution to the +challenge so they can confirm their answers. + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + ## What can we do? At Epiverse-TRACE we are creating packages that complement the current landscape filling gaps of epi-specific challenges in response to outbreaks. From e8e51216f3b5fb80999a699d9bd2217ecf513ad3 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 11:26:46 +0000 Subject: [PATCH 011/206] add template and questions for describe data episode --- episodes/describe-data.Rmd | 118 +++++++++++++++++++++++++++++++++++++ 1 file changed, 118 insertions(+) create mode 100644 episodes/describe-data.Rmd diff --git a/episodes/describe-data.Rmd b/episodes/describe-data.Rmd new file mode 100644 index 00000000..53a7dc27 --- /dev/null +++ b/episodes/describe-data.Rmd @@ -0,0 +1,118 @@ +--- +title: 'describe-data' +teaching: 10 +exercises: 2 +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- how to obtain delay distributions from a literature systematic review? +- what is the natural history of the disease? +- how long should contacts be followed? +- what is the required duration of contact tracing? +- how long should cases be isolated to reduce transmission? + +- what are the epidemiological characteristics of the infection? +- what is the demographic distribution of cases? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Explain how to use markdown with the new lesson template +- Demonstrate how to include pieces of code, figures, and nested challenge blocks + +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Introduction + +This is a lesson created via The Carpentries Workbench. It is written in +[Pandoc-flavored Markdown][pandoc] for static files (with extension `.md`) and +[R Markdown][r-markdown] for dynamic files that can render code into output +(with extension `.Rmd`). Please refer to the [Introduction to The Carpentries +Workbench][carpentries-workbench] for full documentation. + +What you need to know is that there are three sections required for a valid +Carpentries lesson template: + + 1. `questions` are displayed at the beginning of the episode to prime the + learner for the content. + 2. `objectives` are the learning objectives for an episode displayed with + the questions. + 3. `keypoints` are displayed at the end of the episode to reinforce the + objectives. + +:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor + +Inline instructor notes can help inform instructors of timing challenges +associated with the lessons. They appear in the "Instructor View" + +:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: challenge + +## Challenge 1: Can you do it? + +What is the output of this command? + +```r +paste("This", "new", "lesson", "looks", "good") +``` + +:::::::::::::::::::::::: solution + +## Output + +```output +[1] "This new lesson looks good" +``` + +::::::::::::::::::::::::::::::::: + + +## Challenge 2: how do you nest solutions within challenge blocks? + +:::::::::::::::::::::::: solution + +You can add a line with at least three colons and a `solution` tag. + +::::::::::::::::::::::::::::::::: +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Figures + +You can include figures generated from R Markdown: + +```{r pyramid, fig.alt = "pie chart illusion of a pyramid", fig.cap = "Sun arise each and every morning"} +pie( + c(Sky = 78, "Sunny side of pyramid" = 17, "Shady side of pyramid" = 5), + init.angle = 315, + col = c("deepskyblue", "yellow", "yellow3"), + border = FALSE +) +``` +Or you can use pandoc markdown for static figures with the following syntax: + +`![optional caption that appears below the figure](figure url){alt='alt text for +accessibility purposes'}` + +![You belong in The Carpentries!](https://raw.githubusercontent.com/carpentries/logo/master/Badge_Carpentries.svg){alt='Blue Carpentries hex person logo with no text.'} + +## Math + +One of our episodes contains $\LaTeX$ equations when describing how to create +dynamic reports with {knitr}, so we now use mathjax to describe this: + +`$\alpha = \dfrac{1}{(1 - \beta)^2}$` becomes: $\alpha = \dfrac{1}{(1 - \beta)^2}$ + +Cool, right? + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `.md` files for episodes when you want static content +- Use `.Rmd` files for episodes when you need to generate output +- Run `sandpaper::check_lesson()` to identify any issues with your lesson +- Run `sandpaper::build_lesson()` to preview your lesson locally + +:::::::::::::::::::::::::::::::::::::::::::::::: + From e393b3cac25635aa3ecb46e968b40600ea802ec5 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 11:27:30 +0000 Subject: [PATCH 012/206] add new episodes for build review --- config.yaml | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/config.yaml b/config.yaml index 02861823..93ee5c98 100644 --- a/config.yaml +++ b/config.yaml @@ -58,8 +58,10 @@ contact: 'andree.valle-campos@lshtm.ac.uk' #FIXME # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd +- read-data.Rmd +- describe-data.Rmd - quantify-transmissibility.Rmd - create-forecast.Rmd - simulating-transmission.Rmd @@ -68,18 +70,20 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # # This space below is where custom yaml items (e.g. pinning # sandpaper and varnish versions) should live + + varnish: epiverse-trace/varnish@epiversetheme # this is carpentries/sandpaper#533 in our fork so we can keep it up to date with main sandpaper: epiverse-trace/sandpaper@patch-renv-github-bug From 21b9fd9ab524cd00093baa672a3247fb18350bc4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 15:59:34 +0000 Subject: [PATCH 013/206] update heading titles --- episodes/introduction.Rmd | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 01503e14..9fbe38c2 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -61,7 +61,9 @@ A data frame of observation example_confirmed ``` -### Then, set the parameters +### Then, set the delay distributions + +The natural history of a disease influence the transmission ```{r} incubation_period <- dist_spec( @@ -81,17 +83,20 @@ generation_time <- dist_spec( ) ``` -### Let's calculate R! +### Let's calculate the reproductive number! ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( + # cases reported_cases = example_confirmed[1:60], + # delays generation_time = generation_time_opts(generation_time), delays = delay_opts( incubation_period + reporting_delay ), + # computation stan = stan_opts( cores = 4, samples = 1000, chains = 2, From 1d937de923f7373ef88b63f809ae5bae87a18858 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 16:00:11 +0000 Subject: [PATCH 014/206] add paragraphs to the what and how --- episodes/introduction.Rmd | 44 ++++++++++++++------------------------- 1 file changed, 16 insertions(+), 28 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 9fbe38c2..1002a584 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -109,17 +109,16 @@ epinow_estimates <- epinow( base::plot(epinow_estimates) ``` - ## The problem! However, doing this in real life is not as easy as this example! Data analysis involves dealing with inputs problems. +- Read parameters from literature - Read your linelist - Clean your linelist - Validate your linelist -- Read parameters from literature - Describe the outbreak in person, place, and time Also you can usethis R outputs as inputs for other tasks. @@ -129,49 +128,38 @@ Also you can usethis R outputs as inputs for other tasks. - Simulate transmission scenarios - Compare interventions -::::::::::::::::::::::::::::::::: challenge +::::::::::::::::::::::::::::::::: discussion -### Your last outbreak response +### Questions to think about Remember your last experience with outbreak data and reflect in these questions: -- What data sources your needed to understand the outbreak? +- What data sources you needed to understand the outbreak? - How did you get accessed to that data? -- Is that analysis pipeline you follow reusable for your next response? - -::::::::::::::::: hint - -### HINT (`hint`) - -HINT accordions are created with the `hint` tag and nested within -`challenge` callouts. These offer more context for the challenge that can help -the learner find the solution. - -:::::::::::::::::::::: +- Is that analysis pipeline you followed reusable for a next response? -::::::::::::::::: solution +Pair up and share your experiences. -### SOLUTION (`solution`) +::::::::::::::::::::::::::::::::::::::::::: -SOLUTION accordions are created with the `solution` tag and nested within -`challenge` callouts. These provide the learners with the solution to the -challenge so they can confirm their answers. +## What can we do? -:::::::::::::::::::::::::: +One strategy is to incorporate into your traditional analysis pipeline new R packages that fill gaps of this epi- specific challenges in response to outbreaks. +Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. This includes to support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. -::::::::::::::::::::::::::::::::::::::::::: +![An overview of the tutorial task to cover.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) -## What can we do? -At Epiverse-TRACE we are creating packages that complement the current landscape filling gaps of epi-specific challenges in response to outbreaks. +## How can I start? -![An overview of the tutorial task to cover.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) +Our plan for these tutorials is to introduce key solutions from packages in the outbreak analytics pipeline, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. +- In the first set of episodes, we are going to learn to apply handy package solutions to deal with each of the task previous to _Quantify transmission_ of an outbreak. These preliminary task are the __Early tasks__. -## How can we start? +- Then, we are going to get deeper into the packages and required theory concepts to _Quantify transmission_ and other ones immediately related with it, all of them named as __Middle tasks__. -In first set of episodes we are going to deal with each of these task previous to the _Quantify transmission_ task. These preliminary task are the __Early tasks__. Then we are going to get deeper into the _Quantify transmission_ task, which is within the __Middle tasks__, and later ones in the pipeline called and __Late tasks__. +- Lastly, we will use _Quantify transmission_ data outputs to feed complementary tasks in the pipeline called and __Late tasks__. ::::::::::::::::::::::::::::::::::::: keypoints From 5d0eae803a49f28cb40dbe00de5d00e8b922264c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 16:00:37 +0000 Subject: [PATCH 015/206] add keypoints from episode --- episodes/read-data.Rmd | 90 ++++-------------------------------------- 1 file changed, 7 insertions(+), 83 deletions(-) diff --git a/episodes/read-data.Rmd b/episodes/read-data.Rmd index 426f5df2..23449314 100644 --- a/episodes/read-data.Rmd +++ b/episodes/read-data.Rmd @@ -1,5 +1,5 @@ --- -title: 'read-data' +title: 'Read case data' teaching: 10 exercises: 2 --- @@ -21,93 +21,17 @@ exercises: 2 ## Introduction -This is a lesson created via The Carpentries Workbench. It is written in -[Pandoc-flavored Markdown][pandoc] for static files (with extension `.md`) and -[R Markdown][r-markdown] for dynamic files that can render code into output -(with extension `.Rmd`). Please refer to the [Introduction to The Carpentries -Workbench][carpentries-workbench] for full documentation. +This is a lesson created via The Carpentries Workbench. -What you need to know is that there are three sections required for a valid -Carpentries lesson template: +# Section - 1. `questions` are displayed at the beginning of the episode to prime the - learner for the content. - 2. `objectives` are the learning objectives for an episode displayed with - the questions. - 3. `keypoints` are displayed at the end of the episode to reinforce the - objectives. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -Inline instructor notes can help inform instructors of timing challenges -associated with the lessons. They appear in the "Instructor View" - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: challenge - -## Challenge 1: Can you do it? - -What is the output of this command? - -```r -paste("This", "new", "lesson", "looks", "good") -``` - -:::::::::::::::::::::::: solution - -## Output - -```output -[1] "This new lesson looks good" -``` - -::::::::::::::::::::::::::::::::: - - -## Challenge 2: how do you nest solutions within challenge blocks? - -:::::::::::::::::::::::: solution - -You can add a line with at least three colons and a `solution` tag. - -::::::::::::::::::::::::::::::::: -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Figures - -You can include figures generated from R Markdown: - -```{r pyramid, fig.alt = "pie chart illusion of a pyramid", fig.cap = "Sun arise each and every morning"} -pie( - c(Sky = 78, "Sunny side of pyramid" = 17, "Shady side of pyramid" = 5), - init.angle = 315, - col = c("deepskyblue", "yellow", "yellow3"), - border = FALSE -) -``` -Or you can use pandoc markdown for static figures with the following syntax: - -`![optional caption that appears below the figure](figure url){alt='alt text for -accessibility purposes'}` - -![You belong in The Carpentries!](https://raw.githubusercontent.com/carpentries/logo/master/Badge_Carpentries.svg){alt='Blue Carpentries hex person logo with no text.'} - -## Math - -One of our episodes contains $\LaTeX$ equations when describing how to create -dynamic reports with {knitr}, so we now use mathjax to describe this: - -`$\alpha = \dfrac{1}{(1 - \beta)^2}$` becomes: $\alpha = \dfrac{1}{(1 - \beta)^2}$ - -Cool, right? +Bla ::::::::::::::::::::::::::::::::::::: keypoints -- Use `.md` files for episodes when you want static content -- Use `.Rmd` files for episodes when you need to generate output -- Run `sandpaper::check_lesson()` to identify any issues with your lesson -- Run `sandpaper::build_lesson()` to preview your lesson locally +- Use `{readepi}` to read data using a consistent and unified interface. +- Use `{cleanepi}` to apply multiple cleaning steps in one function. +- Use `{linelist}` to validate and safeguard your data early in the pipeline. :::::::::::::::::::::::::::::::::::::::::::::::: From d03c70c6a8632743689e4bc1c782c4d8262873de Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 23 Nov 2023 19:01:52 +0000 Subject: [PATCH 016/206] arrange text in what and how sections --- episodes/fig/Screenshot 2023-11-23 173911.png | Bin 0 -> 590622 bytes episodes/introduction.Rmd | 31 ++++++++++-------- 2 files changed, 17 insertions(+), 14 deletions(-) create mode 100644 episodes/fig/Screenshot 2023-11-23 173911.png diff --git a/episodes/fig/Screenshot 2023-11-23 173911.png b/episodes/fig/Screenshot 2023-11-23 173911.png new file mode 100644 index 0000000000000000000000000000000000000000..c5515d5779ff5c094e0c95768f26451465fd3d8c GIT binary patch literal 590622 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zsCAuC@a!XD=RWNqwQ%8ejb~qtME&FUdWievAH#1ZO;-A}D@vqU`iACT($@R6i`Rrj z2I-$YLwTXDByY&nq{(<0CNuVJ{h*Hcq+IH=ucviD0RCQ|mKr#j|M1EXnV_HPZxWDt zY%6?~N0^{t?1bfEiz0OfP%9KBD}*(iYO*6vT>LA=nTz*Nb=--FVPOM9yzqt}6{nC#G?mo%fH9jB@o6ycG40$^9wGk(2fk6={T@^bN`&Fj}c8HVU|dqF`}zcTEm ziY(vM?KmB(d;W;MYzejK*RoAMRaJW8`R~slLIBf!mhS-6H~xL`Ek&zbqIjdbtcPTPnFkS15fLa%=v}>^>hQ? zfxth)rOE!BKh#a^(x{dpysFCbnPC%j0~DpauY}NdlBak?&F_XUfF87pX>kVp0VT6B zA+O0t@fv+KUueBc7z3y&J$WE^jq#sIplMgVCm{SMli`Bei2wgW-i!ac0_iA~{)z8P zuRpPI|74$Jy%hi7{Rk&HkYV1x2Qn5LAbGL=Emu-1f5ry-w>&OR`}zNVfrmMiNBsU+ VL^}y= Date: Thu, 23 Nov 2023 19:02:20 +0000 Subject: [PATCH 017/206] clear template content --- episodes/describe-data.Rmd | 83 ++------------------------------------ 1 file changed, 4 insertions(+), 79 deletions(-) diff --git a/episodes/describe-data.Rmd b/episodes/describe-data.Rmd index 53a7dc27..72deac12 100644 --- a/episodes/describe-data.Rmd +++ b/episodes/describe-data.Rmd @@ -1,5 +1,5 @@ --- -title: 'describe-data' +title: 'Describe case data' teaching: 10 exercises: 2 --- @@ -26,86 +26,11 @@ exercises: 2 ## Introduction -This is a lesson created via The Carpentries Workbench. It is written in -[Pandoc-flavored Markdown][pandoc] for static files (with extension `.md`) and -[R Markdown][r-markdown] for dynamic files that can render code into output -(with extension `.Rmd`). Please refer to the [Introduction to The Carpentries -Workbench][carpentries-workbench] for full documentation. +This is a lesson created via The Carpentries Workbench. -What you need to know is that there are three sections required for a valid -Carpentries lesson template: +# Content - 1. `questions` are displayed at the beginning of the episode to prime the - learner for the content. - 2. `objectives` are the learning objectives for an episode displayed with - the questions. - 3. `keypoints` are displayed at the end of the episode to reinforce the - objectives. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -Inline instructor notes can help inform instructors of timing challenges -associated with the lessons. They appear in the "Instructor View" - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: challenge - -## Challenge 1: Can you do it? - -What is the output of this command? - -```r -paste("This", "new", "lesson", "looks", "good") -``` - -:::::::::::::::::::::::: solution - -## Output - -```output -[1] "This new lesson looks good" -``` - -::::::::::::::::::::::::::::::::: - - -## Challenge 2: how do you nest solutions within challenge blocks? - -:::::::::::::::::::::::: solution - -You can add a line with at least three colons and a `solution` tag. - -::::::::::::::::::::::::::::::::: -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Figures - -You can include figures generated from R Markdown: - -```{r pyramid, fig.alt = "pie chart illusion of a pyramid", fig.cap = "Sun arise each and every morning"} -pie( - c(Sky = 78, "Sunny side of pyramid" = 17, "Shady side of pyramid" = 5), - init.angle = 315, - col = c("deepskyblue", "yellow", "yellow3"), - border = FALSE -) -``` -Or you can use pandoc markdown for static figures with the following syntax: - -`![optional caption that appears below the figure](figure url){alt='alt text for -accessibility purposes'}` - -![You belong in The Carpentries!](https://raw.githubusercontent.com/carpentries/logo/master/Badge_Carpentries.svg){alt='Blue Carpentries hex person logo with no text.'} - -## Math - -One of our episodes contains $\LaTeX$ equations when describing how to create -dynamic reports with {knitr}, so we now use mathjax to describe this: - -`$\alpha = \dfrac{1}{(1 - \beta)^2}$` becomes: $\alpha = \dfrac{1}{(1 - \beta)^2}$ - -Cool, right? +Bla ::::::::::::::::::::::::::::::::::::: keypoints From 5c1b6f9142155ebdff493d84f35d50c90907308d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 11:08:58 +0000 Subject: [PATCH 018/206] rename figure --- ...shot 2023-11-23 173911.png => pkgs-hexlogos.png} | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename episodes/fig/{Screenshot 2023-11-23 173911.png => pkgs-hexlogos.png} (100%) diff --git a/episodes/fig/Screenshot 2023-11-23 173911.png b/episodes/fig/pkgs-hexlogos.png similarity index 100% rename from episodes/fig/Screenshot 2023-11-23 173911.png rename to episodes/fig/pkgs-hexlogos.png From 19cfe2ba8bd76c0ea5e222302e8b2de693b92bcd Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 11:14:41 +0000 Subject: [PATCH 019/206] remove space within epinow function --- episodes/introduction.Rmd | 1 - 1 file changed, 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 0c82da39..623cb19e 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -89,7 +89,6 @@ generation_time <- dist_spec( ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( - # cases reported_cases = example_confirmed[1:60], # delays From a770ac2d985f6cbb4c8228350363a8db5a8db92b Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 11:30:24 +0000 Subject: [PATCH 020/206] fix intro line to et1 --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 623cb19e..ba75dd9b 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -156,7 +156,7 @@ Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. Th Our plan for these tutorials is to introduce key solutions from packages in the outbreak analytics pipeline, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. -- In the first set of episodes, we are going to learn how to read case data and epidemiological parameters to the _Quantify transmission_ pipeline. These preliminary task are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. +- In the first set of episodes, you will learn how to read epidemiological parameters from systematic reviews directly and standardize your reading and cleaning process to input them into the _Quantify transmission_ pipeline. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. - Then, we are going to get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis task next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. From 7da8706e7a89a9032ce295bb60df58d2396fa3bb Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 11:51:38 +0000 Subject: [PATCH 021/206] rewrite intro sentence --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index ba75dd9b..4ae1f2c5 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -156,7 +156,7 @@ Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. Th Our plan for these tutorials is to introduce key solutions from packages in the outbreak analytics pipeline, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. -- In the first set of episodes, you will learn how to read epidemiological parameters from systematic reviews directly and standardize your reading and cleaning process to input them into the _Quantify transmission_ pipeline. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. +- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ pipeline. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. - Then, we are going to get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis task next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. From eb5cd1b50f9a1790c39a07ffe78c8dbe32891488 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 11:59:00 +0000 Subject: [PATCH 022/206] add prerequisites --- episodes/introduction.Rmd | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 4ae1f2c5..1fa6129a 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -26,7 +26,13 @@ editor_options: ## Prerequisites -List (and hyperlink) the lessons/packages which need to be covered before this lesson +This episode requires you to be familiar with: + +**Data science** : Basic programming with R. + +**Epidemic theory** : Effective reproduction number. + +This also requires the following package: ```r install_version( From b52eee9e487f65a3a029e46a8bcd1b843a7e8f13 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:09:00 +0000 Subject: [PATCH 023/206] replace prerequisite --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 1fa6129a..6822b9a1 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -30,7 +30,7 @@ This episode requires you to be familiar with: **Data science** : Basic programming with R. -**Epidemic theory** : Effective reproduction number. +**Epidemic theory** : Reproduction number. This also requires the following package: From 1b4bdcecafea2297f20f0e21d7b618294f223c46 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:11:21 +0000 Subject: [PATCH 024/206] add clear wording --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 6822b9a1..2e44bf4b 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -164,7 +164,7 @@ Our plan for these tutorials is to introduce key solutions from packages in the - In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ pipeline. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. -- Then, we are going to get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis task next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. +- Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. - Lastly, we will use _Quantify transmission_ data outputs to compare it to other indicators and simulate epidemic scenarios as part of the __Late tasks__. Packages here are `{finalsize}`, `{epidemics}`, `{scenarios}`, and `{vaccineff}`. From 90ee9b15c3378293de78698a759dc402425e509a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:11:44 +0000 Subject: [PATCH 025/206] add text on why and epinow2 steps --- episodes/introduction.Rmd | 73 ++++++++++++++++++++++----------------- 1 file changed, 41 insertions(+), 32 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 2e44bf4b..43d3e981 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -43,35 +43,54 @@ install_version( ::::::::::::::::::::::::::::::::: +::::::::::::::::::::::::::::::::: discussion + +### Questions to think about + +Remember your last experience with outbreak data and reflect in these questions: + +- What data sources you needed to understand the outbreak? +- How did you get accessed to that data? +- Is that analysis pipeline you followed reusable for a next response? -## Introduction +Pair up and share your experiences. + +::::::::::::::::::::::::::::::::::::::::::: + + +## Why to use R packages for Outbreak analytics? -_write about the Reproduction number (in a motivational way)_ +Outbreaks appear with different diseases and in different contexts but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). -Packages are handy tools to reuse code, maintenance, less error prone data analysis steps. +Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer to them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population +of interest([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: -## Quantify transmission +- if $R>1$, the epidemic is likely to growth, +- if $R<1$, the epidemic is likely to decline. -The `{EpiNow2}` provide us with a a three-steps solution for this task! +To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. We need to apply the appropriate mathematical models written in code with the required computational methods to get them. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! + +In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community of practice, helping us to perform less error-prone data analysis pipelines. + +## Example: Quantify transmission + +The `{EpiNow2}` package provide us with a three-steps solution to _quantify the transmissibility_. ```{r,warning=FALSE} library(EpiNow2) ``` +### First, get your case data -### First, get your data - -A data frame of observation +Case incidence data needs be stored in a data frame with the observed number of cases per day: ```{r} example_confirmed ``` -### Then, set the parameters +### Then, set the delay distributions -The natural history of a disease influence the transmission - -delay distributions +The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation), the [reporting delay](../learners/reference.md#reportingdelay), and [generation time](../learners/reference.md#generationtime): ```{r} incubation_period <- dist_spec( @@ -91,7 +110,9 @@ generation_time <- dist_spec( ) ``` -### Let's calculate the reproductive number! +### Let's calculate the reproduction number! + +In the `epinow()` function we can add the cases, delays, and your preferred computational parameters for this calculation: ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( @@ -110,25 +131,27 @@ epinow_estimates <- epinow( ) ``` +Getting the following plot that includes cases by date of report, by date of infection, and with the time-varying [effective](https://wwwnc.cdc.gov/eid/article/29/8/22-1445_article) reproduction number: + ```{r} base::plot(epinow_estimates) ``` ## The problem! -However, doing this in real life is not as easy as this example! +However, _quantify the transmissibility_ during an outbreak response is not as easy as this example! -Usually, we receive outbreak data in non-standard formats that require specific steps for make them useful data inputs. Some of them are: +Usually, we receive outbreak data in non-standard formats, requiring specific steps and taking the most time to prepare usable data inputs. Some of them are: - Read parameters from literature - Read and clean case data - Validate your linelist - Describe case data -After this, we can use the reproductive number and other outputs as inputs for other outbreak analytics tasks. For example: +And this is not the end. After _quantifying transmissibility_ we need to answer more questions like: What is the attack rate we expect? What would be the impact of a given intervention? We can use the reproduction number and other outputs as new inputs for complementary tasks. For example: -- Forecast cases - Estimate severity +- Create short-term forecast - Simulate transmission scenarios - Compare interventions @@ -136,23 +159,9 @@ So, all these tasks can be interconnected in a pipeline: ![The outbreak analytics pipeline.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) -::::::::::::::::::::::::::::::::: discussion - -### Questions to think about - -Remember your last experience with outbreak data and reflect in these questions: - -- What data sources you needed to understand the outbreak? -- How did you get accessed to that data? -- Is that analysis pipeline you followed reusable for a next response? - -Pair up and share your experiences. - -::::::::::::::::::::::::::::::::::::::::::: - ## What can we do? -One strategy is to incorporate specialized R packages into your traditional analysis pipeline. These packages should fill the gaps of these epidemiology specific challenges in response to outbreaks. +Our strategy is to gradually incorporate specialized R packages into your traditional analysis pipeline. These packages should fill the gaps of these epidemiology specific tasks in response to outbreaks. Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. This includes to support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. From 9354eafbd076c54331da1abcd8815ecdff561607 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:12:19 +0000 Subject: [PATCH 026/206] add definitions for delays --- learners/reference.md | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/learners/reference.md b/learners/reference.md index 1b73c9d5..075c7040 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -37,6 +37,9 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## G +[Generation time]{#generationtime} +: Distribution of time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). + [Growth rate]{#growth} : The exponential growth rate tells us how much cases are increasing or decreasing at the start of an epidemic. It gives us a measure of speed of transmission, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). @@ -80,13 +83,19 @@ title: 'Glossary of Terms: Epiverse-TRACE' - +## R + +[Reporting delay]{#reportingdelay} +: Delay between the time an event occurs and the time it is reported ([Lawless, 1994](https://www.jstor.org/stable/3315820)). We can quantify it by comparing the linelist with successive versions of it or up-to-date reported aggregated case counts ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). ## S [State variables]{#state} : The state variables in a model represented by [ordinary differential equations](#ordinary) are the disease states that individuals can be in e.g. if individuals can be susceptible, infectious or recovered the state variables are $S$, $I$ and $R$. There is an ordinary differential equation for each state variable. +[Serial interval]{#serialinterval} +: The time delay between the onset of symptoms between a primary case and a secondary case. The serial interval is related to the [incubation period](#incubation), as described in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). + [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). From fce9c84383cc9aa26de573dcc2c8619a653ff8cd Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:19:38 +0000 Subject: [PATCH 027/206] replace link with new R0 definition --- episodes/introduction.Rmd | 2 +- learners/reference.md | 6 +++++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 43d3e981..9a3e8a68 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -131,7 +131,7 @@ epinow_estimates <- epinow( ) ``` -Getting the following plot that includes cases by date of report, by date of infection, and with the time-varying [effective](https://wwwnc.cdc.gov/eid/article/29/8/22-1445_article) reproduction number: +Getting the following plot that includes cases by date of report, by date of infection, and with the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number: ```{r} base::plot(epinow_estimates) diff --git a/learners/reference.md b/learners/reference.md index 075c7040..d6ae325c 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -32,7 +32,11 @@ title: 'Glossary of Terms: Epiverse-TRACE' [Direct transmission]{#direct} : Individuals become infected via direct contact with other infected humans. Airborne transmitted infections are often modelled as directly transmitted infections as they require close contact with infected individuals for successful transmission. - +## E + +[Effective reproduction number]{#effectiverepro} +: The effective reproduction number ($Rt$) is similar to the [Basic reproductive number](#basic) ($R0$), but $Rt$ measures the number of persons infected by infectious person when some portion of the population has already been infected. Read more about the [etymology of Reproduction number by Sharma et al, 2023](https://wwwnc.cdc.gov/eid/article/29/8/22-1445_article). + From 47509bb5e4bf5458b43518004e62d361f98bbdc4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:21:38 +0000 Subject: [PATCH 028/206] specify the task as a point of reference --- episodes/introduction.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 9a3e8a68..0bf57fb2 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -169,9 +169,9 @@ Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. Th ## How can I start? -Our plan for these tutorials is to introduce key solutions from packages in the outbreak analytics pipeline, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. +Our plan for these tutorials is to introduce key solutions from packages in the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. -- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ pipeline. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. +- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. - Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. From dfe1f40ffdcc4782726c892e861a54e8d97641b0 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:52:13 +0000 Subject: [PATCH 029/206] edits after first review with grammarly --- episodes/introduction.Rmd | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 0bf57fb2..a252778d 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -63,14 +63,14 @@ Pair up and share your experiences. Outbreaks appear with different diseases and in different contexts but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer to them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population -of interest([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: +of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: - if $R>1$, the epidemic is likely to growth, - if $R<1$, the epidemic is likely to decline. -To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. We need to apply the appropriate mathematical models written in code with the required computational methods to get them. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! +To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! -In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community of practice, helping us to perform less error-prone data analysis pipelines. +In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. ## Example: Quantify transmission @@ -90,7 +90,7 @@ example_confirmed ### Then, set the delay distributions -The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation), the [reporting delay](../learners/reference.md#reportingdelay), and [generation time](../learners/reference.md#generationtime): +The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation), the [reporting delay](../learners/reference.md#reportingdelay), and the [generation time](../learners/reference.md#generationtime): ```{r} incubation_period <- dist_spec( @@ -125,13 +125,13 @@ epinow_estimates <- epinow( ), # computation stan = stan_opts( - cores = 4, samples = 1000, chains = 2, + cores = 4, samples = 1000, chains = 3, control = list(adapt_delta = 0.99) ) ) ``` -Getting the following plot that includes cases by date of report, by date of infection, and with the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number: +Getting the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number next to the cases by date of report and cases by date of infection: ```{r} base::plot(epinow_estimates) @@ -139,7 +139,7 @@ base::plot(epinow_estimates) ## The problem! -However, _quantify the transmissibility_ during an outbreak response is not as easy as this example! +However, _quantifying the transmissibility_ during a real-life outbreak response is more challenging than this example! Usually, we receive outbreak data in non-standard formats, requiring specific steps and taking the most time to prepare usable data inputs. Some of them are: @@ -148,7 +148,7 @@ Usually, we receive outbreak data in non-standard formats, requiring specific st - Validate your linelist - Describe case data -And this is not the end. After _quantifying transmissibility_ we need to answer more questions like: What is the attack rate we expect? What would be the impact of a given intervention? We can use the reproduction number and other outputs as new inputs for complementary tasks. For example: +And this is not the end. After _quantifying transmissibility_ we need to answer more key public health questions like: What is the attack rate we expect? What would be the impact of a given intervention? We can use the reproduction number and other outputs as new inputs for complementary tasks. For example: - Estimate severity - Create short-term forecast @@ -161,15 +161,15 @@ So, all these tasks can be interconnected in a pipeline: ## What can we do? -Our strategy is to gradually incorporate specialized R packages into your traditional analysis pipeline. These packages should fill the gaps of these epidemiology specific tasks in response to outbreaks. +Our strategy is to gradually incorporate specialized R packages into the traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. -Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. This includes to support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. +Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. We support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. ![](fig/pkgs-hexlogos.png) ## How can I start? -Our plan for these tutorials is to introduce key solutions from packages in the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. +Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. - In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. From bd769d226756cda269715e07026c98a77ae7e4eb Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 24 Nov 2023 21:55:44 +0000 Subject: [PATCH 030/206] relocate discussion after why section --- episodes/introduction.Rmd | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index a252778d..c4759e44 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -43,6 +43,20 @@ install_version( ::::::::::::::::::::::::::::::::: +## Why to use R packages for Outbreak analytics? + +Outbreaks appear with different diseases and in different contexts but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). + +Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer to them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population +of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: + +- if $R>1$, the epidemic is likely to growth, +- if $R<1$, the epidemic is likely to decline. + +To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! + +In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. + ::::::::::::::::::::::::::::::::: discussion ### Questions to think about @@ -58,20 +72,6 @@ Pair up and share your experiences. ::::::::::::::::::::::::::::::::::::::::::: -## Why to use R packages for Outbreak analytics? - -Outbreaks appear with different diseases and in different contexts but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). - -Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer to them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population -of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: - -- if $R>1$, the epidemic is likely to growth, -- if $R<1$, the epidemic is likely to decline. - -To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! - -In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. - ## Example: Quantify transmission The `{EpiNow2}` package provide us with a three-steps solution to _quantify the transmissibility_. From be4d6d9db43196e56753b8f59467fa425b1c43f2 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 29 Nov 2023 17:38:40 +0000 Subject: [PATCH 031/206] rename episode for delays previous to read data --- config.yaml | 9 +++++---- episodes/{describe-data.Rmd => read-delays.Rmd} | 0 2 files changed, 5 insertions(+), 4 deletions(-) rename episodes/{describe-data.Rmd => read-delays.Rmd} (100%) diff --git a/config.yaml b/config.yaml index 93ee5c98..59be1721 100644 --- a/config.yaml +++ b/config.yaml @@ -58,8 +58,9 @@ contact: 'andree.valle-campos@lshtm.ac.uk' #FIXME # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd +- read-delays.Rmd - read-data.Rmd - describe-data.Rmd - quantify-transmissibility.Rmd @@ -70,13 +71,13 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # diff --git a/episodes/describe-data.Rmd b/episodes/read-delays.Rmd similarity index 100% rename from episodes/describe-data.Rmd rename to episodes/read-delays.Rmd From 65468d9aec911deccf7db061d0ff605c861c907e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 29 Nov 2023 18:00:13 +0000 Subject: [PATCH 032/206] add placeholder for episoap episode --- config.yaml | 20 ++++++++++---------- episodes/create-report.Rmd | 28 ++++++++++++++++++++++++++++ 2 files changed, 38 insertions(+), 10 deletions(-) create mode 100644 episodes/create-report.Rmd diff --git a/config.yaml b/config.yaml index 59be1721..78ae2dc3 100644 --- a/config.yaml +++ b/config.yaml @@ -14,17 +14,17 @@ carpentry: 'incubator' title: 'Outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) -created: ~ +created: # Comma-separated list of keywords for the lesson -keywords: 'forecasts, epidemic models, interventions' #FIXME +keywords: 'forecasts, epidemic models, interventions' # Life cycle stage of the lesson # possible values: pre-alpha, alpha, beta, stable life_cycle: 'pre-alpha' -# License of the lesson -license: 'CC-BY 4.0' #FIXME +# License of the lesson materials (recommended CC-BY 4.0) +license: 'CC-BY 4.0' # Link to the source repository for this lesson source: 'https://github.com/epiverse-trace/tutorials' @@ -33,7 +33,7 @@ source: 'https://github.com/epiverse-trace/tutorials' branch: 'main' # Who to contact if there are any issues -contact: 'andree.valle-campos@lshtm.ac.uk' #FIXME +contact: 'andree.valle-campos@lshtm.ac.uk' # Navigation ------------------------------------------------ # @@ -58,11 +58,12 @@ contact: 'andree.valle-campos@lshtm.ac.uk' #FIXME # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd - read-delays.Rmd - read-data.Rmd - describe-data.Rmd +- create-report.Rmd - quantify-transmissibility.Rmd - create-forecast.Rmd - simulating-transmission.Rmd @@ -71,20 +72,19 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # # This space below is where custom yaml items (e.g. pinning # sandpaper and varnish versions) should live - varnish: epiverse-trace/varnish@epiversetheme # this is carpentries/sandpaper#533 in our fork so we can keep it up to date with main sandpaper: epiverse-trace/sandpaper@patch-renv-github-bug diff --git a/episodes/create-report.Rmd b/episodes/create-report.Rmd new file mode 100644 index 00000000..27e34662 --- /dev/null +++ b/episodes/create-report.Rmd @@ -0,0 +1,28 @@ +--- +title: 'create-report' +teaching: 10 +exercises: 2 +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- How to write a reproducible report with `{episoap}`? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Create a reproducible situation report. + +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Introduction + +This is a lesson created via The Carpentries Workbench. + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `{episoap}` to + +:::::::::::::::::::::::::::::::::::::::::::::::: + From 16af7b39390f7519e827271f8183258e95f685ce Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 29 Nov 2023 20:46:25 +0000 Subject: [PATCH 033/206] rename episode for read cases data --- config.yaml | 12 ++++++------ episodes/{read-data.Rmd => read-cases.Rmd} | 0 2 files changed, 6 insertions(+), 6 deletions(-) rename episodes/{read-data.Rmd => read-cases.Rmd} (100%) diff --git a/config.yaml b/config.yaml index 78ae2dc3..b32f919a 100644 --- a/config.yaml +++ b/config.yaml @@ -14,7 +14,7 @@ carpentry: 'incubator' title: 'Outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) -created: +created: # Comma-separated list of keywords for the lesson keywords: 'forecasts, epidemic models, interventions' @@ -58,10 +58,10 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd - read-delays.Rmd -- read-data.Rmd +- read-cases.Rmd - describe-data.Rmd - create-report.Rmd - quantify-transmissibility.Rmd @@ -72,13 +72,13 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # diff --git a/episodes/read-data.Rmd b/episodes/read-cases.Rmd similarity index 100% rename from episodes/read-data.Rmd rename to episodes/read-cases.Rmd From 184dd8bfa35559a040a3fb16e00209ad5010b4cc Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 03:21:52 +0000 Subject: [PATCH 034/206] use a simpler epinow2 with generation time only --- episodes/introduction.Rmd | 16 +--------------- 1 file changed, 1 insertion(+), 15 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index c4759e44..7c64a28f 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -90,20 +90,9 @@ example_confirmed ### Then, set the delay distributions -The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation), the [reporting delay](../learners/reference.md#reportingdelay), and the [generation time](../learners/reference.md#generationtime): +The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify a relevant epidemiological distributions, the [generation time](../learners/reference.md#generationtime): ```{r} -incubation_period <- dist_spec( - mean = 4, sd = 2, - max = 20, distribution = "gamma" -) - -reporting_delay <- dist_spec( - mean = convert_to_logmean(2, 1), - sd = convert_to_logsd(2, 1), - max = 10, distribution = "lognormal" -) - generation_time <- dist_spec( mean = 3.6, sd = 3.1, max = 20, distribution = "lognormal" @@ -120,9 +109,6 @@ epinow_estimates <- epinow( reported_cases = example_confirmed[1:60], # delays generation_time = generation_time_opts(generation_time), - delays = delay_opts( - incubation_period + reporting_delay - ), # computation stan = stan_opts( cores = 4, samples = 1000, chains = 3, From fdcbe1a8ae291dde3c809acea7250e2427fa225d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 03:22:33 +0000 Subject: [PATCH 035/206] add summative code content this connects epiparameter to epinow2 --- episodes/read-delays.Rmd | 195 ++++++++++++++++++++++++++++++++++++++- 1 file changed, 192 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 72deac12..bd1cfaad 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -24,13 +24,202 @@ exercises: 2 :::::::::::::::::::::::::::::::::::::::::::::::: -## Introduction +## Systematic review of Parameters This is a lesson created via The Carpentries Workbench. -# Content +# Find a generation time + +```{r} +### 1 replace generation time from literature ----- + +generation_time <- dist_spec( + mean = 3.6, + sd = 3.1, + max = 20, + distribution = "lognormal" +) + +# replace this assuming that this is covid +# with lognormal + +epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura") %>% + epiparameter::list_distributions() + +covid_lnorm <- epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = T) # not desired + +covid_lnorm + +covid_lnorm$summary_stats$mean +covid_lnorm_discrete <- epiparameter::discretise(covid_lnorm) +covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) + +generation_time_epiparam <- dist_spec( + mean = covid_lnorm$summary_stats$mean, + sd = covid_lnorm$summary_stats$sd, + max = covid_lnorm_discrete_max, + distribution = "lognormal" +) + +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(generation_time_epiparam), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +base::plot(epinow_estimates) +``` + +## formative + +```{r} +# generation time for ebola +# if not, find serial interval and use it as serial interval +``` + + +## Adding incubation time + +The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation): + +```{r} +incubation_period <- dist_spec( + mean = 4, sd = 2, + max = 20, distribution = "gamma" +) +``` + +```{r,message=FALSE,warning=FALSE,cache=TRUE} +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(generation_time), + delays = delay_opts(incubation_period), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) +``` + + +```{r} +### 2 include incubation time ------ + +epiparameter::epidist_db( + disease = "covid", + epi_dist = "incubation") %>% + epiparameter::list_distributions() + +covid_incubation <- epiparameter::epidist_db( + disease = "covid", + epi_dist = "incubation", + author = "Natalie", + single_epidist = T +) + +covid_incubation + +covid_incubation$summary_stats$mean +covid_incubation_discrete <- epiparameter::discretise(covid_incubation) +covid_incubation_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) + +incubation_time_epiparam <- dist_spec( + mean = covid_incubation$summary_stats$mean, + sd = covid_incubation$summary_stats$sd, + max = covid_incubation_discrete_max, + distribution = "lognormal" +) + +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # generation time + generation_time = generation_time_opts(generation_time_epiparam), + # delays + delays = delay_opts(incubation_time_epiparam), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +base::plot(epinow_estimates) + +# post calculation questions +# what have changed? +# - cases by date of infection +# - uncertainty + +``` + +## formative + +```{r} +# formative, now with ebola ----------------------------------------------- + +# read ebola + + +``` + + +## Adding reporting delays + +The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [reporting delay](../learners/reference.md#reportingdelay): + +```{r} +reporting_delay <- dist_spec( + mean = convert_to_logmean(2, 1), + sd = convert_to_logsd(2, 1), + max = 10, distribution = "lognormal" +) +``` + +```{r,message=FALSE,warning=FALSE,cache=TRUE} +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(generation_time), + delays = delay_opts( + incubation_period + reporting_delay + ), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) +``` + +## formative + +```{r} +### 3 add reporting delay -------- + +# now is your turn! +# after the ebola assessment + + +``` -Bla ::::::::::::::::::::::::::::::::::::: keypoints From 3e7288aed279f7e6fa2e4239c960edbeea02719e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 03:27:06 +0000 Subject: [PATCH 036/206] add sections content and names --- episodes/read-delays.Rmd | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index bd1cfaad..903a921d 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -28,7 +28,10 @@ exercises: 2 This is a lesson created via The Carpentries Workbench. -# Find a generation time +## Find a generation time + +What it is? +With which other is related? -> the serial interval ```{r} ### 1 replace generation time from literature ----- @@ -91,7 +94,10 @@ base::plot(epinow_estimates) ``` -## Adding incubation time +## Find the incubation time + +What it is? +With which other is related? The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation): @@ -180,7 +186,10 @@ base::plot(epinow_estimates) ``` -## Adding reporting delays +## Find the reporting delay + +What it is? +With which other is related? The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [reporting delay](../learners/reference.md#reportingdelay): @@ -220,6 +229,9 @@ epinow_estimates <- epinow( ``` +## concept map + +update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints From 95652554b3fdd91875745ce9a1587532ad5bc824 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 13:10:22 +0000 Subject: [PATCH 037/206] add placeholder for describe cases episode --- config.yaml | 11 ++++++----- episodes/describe-cases.Rmd | 28 ++++++++++++++++++++++++++++ 2 files changed, 34 insertions(+), 5 deletions(-) create mode 100644 episodes/describe-cases.Rmd diff --git a/config.yaml b/config.yaml index b32f919a..e3ddcce7 100644 --- a/config.yaml +++ b/config.yaml @@ -14,7 +14,7 @@ carpentry: 'incubator' title: 'Outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) -created: +created: # Comma-separated list of keywords for the lesson keywords: 'forecasts, epidemic models, interventions' @@ -58,9 +58,10 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd - read-delays.Rmd +- describe-cases.Rmd - read-cases.Rmd - describe-data.Rmd - create-report.Rmd @@ -72,13 +73,13 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd new file mode 100644 index 00000000..884d7a9d --- /dev/null +++ b/episodes/describe-cases.Rmd @@ -0,0 +1,28 @@ +--- +title: 'describe-cases' +teaching: 10 +exercises: 2 +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- How do you visualize incidence cases? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Create incidence curves + +:::::::::::::::::::::::::::::::::::::::::::::::: + +## Introduction + +This is a lesson created via The Carpentries Workbench. + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `{incidence2}` + +:::::::::::::::::::::::::::::::::::::::::::::::: + From d2894c0a96e079959baf9e05746566a23fe7f1a4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 13:46:34 +0000 Subject: [PATCH 038/206] replace serial interval with generation time --- episodes/introduction.Rmd | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 7c64a28f..b5c5bf86 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -53,7 +53,7 @@ of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guide - if $R>1$, the epidemic is likely to growth, - if $R<1$, the epidemic is likely to decline. -To estimate the reproduction number we need to collect __data inputs__ like the incidence of reported cases and the [serial interval](../learners/reference.md#serialinterval) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! +To estimate the reproduction number we can use two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. @@ -88,14 +88,16 @@ Case incidence data needs be stored in a data frame with the observed number of example_confirmed ``` -### Then, set the delay distributions +### Then, set the generation time -The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify a relevant epidemiological distributions, the [generation time](../learners/reference.md#generationtime): +Not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. For `{EpiNow2}`, we can specify it as a probability distribution: ```{r} generation_time <- dist_spec( - mean = 3.6, sd = 3.1, - max = 20, distribution = "lognormal" + mean = 3.6, + sd = 3.1, + max = 20, + distribution = "lognormal" ) ``` From c988567ffc110efef1323d47a5a43ab79e11bfb1 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 13:49:34 +0000 Subject: [PATCH 039/206] add figure and references also, move serial interval definition as common proxy of generation time --- episodes/fig/delay-distribution-01.jpg | Bin 0 -> 24679 bytes episodes/fig/delay-distribution-02.jpg | Bin 0 -> 86987 bytes episodes/read-delays.Rmd | 6 +++++- 3 files changed, 5 insertions(+), 1 deletion(-) create mode 100644 episodes/fig/delay-distribution-01.jpg create mode 100644 episodes/fig/delay-distribution-02.jpg diff --git a/episodes/fig/delay-distribution-01.jpg b/episodes/fig/delay-distribution-01.jpg new file mode 100644 index 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zkg&e>q1KA#f~?qzxkaG!bj9?5FUqHH8=#8&n27;gFmh#U?x2SK!SQ5gExpF(4Mhys+}j`&ep1eyMZd zx^%WgLc0XQ?U0ZSTHskCKD}xLX-3n~1%9W?0;W5NFQT5qqhHgw@-;qAW0KmaB>T>L zQ?RgX6at$jc#EOk$?_E(9p*o3dbP%H3i&20b_IdnE*Gmqnr>-OVL!qa<=prLT3#yN zf>7qFyPNnqCs*gBjdh!$@dlJM+X&e_ z)`l2d{}qrJ-w$SFupwwu;cjH-M(6vO%; + ## Find a generation time What it is? With which other is related? -> the serial interval +[serial interval](../learners/reference.md#serialinterval) distribution + ```{r} ### 1 replace generation time from literature ----- From 0a8ae0b03561abc6ca2c6f420ba1c36c47483256 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 14:00:30 +0000 Subject: [PATCH 040/206] expand argument detail in intro episode add variability to definition --- episodes/introduction.Rmd | 6 +++--- learners/reference.md | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index b5c5bf86..5824b56f 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -90,7 +90,7 @@ example_confirmed ### Then, set the generation time -Not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. For `{EpiNow2}`, we can specify it as a probability distribution: +Not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: ```{r} generation_time <- dist_spec( @@ -103,13 +103,13 @@ generation_time <- dist_spec( ### Let's calculate the reproduction number! -In the `epinow()` function we can add the cases, delays, and your preferred computational parameters for this calculation: +In the `epinow()` function we can add the `reported_cases` data frame, the `generation_time` distribution, and your preferred computation `stan` parameters for this calculation: ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], - # delays + # distribution generation_time = generation_time_opts(generation_time), # computation stan = stan_opts( diff --git a/learners/reference.md b/learners/reference.md index d6ae325c..3c795d81 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -42,7 +42,7 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## G [Generation time]{#generationtime} -: Distribution of time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +: Distribution of time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). [Growth rate]{#growth} : The exponential growth rate tells us how much cases are increasing or decreasing at the start of an epidemic. It gives us a measure of speed of transmission, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). From 3dc840bee693d40bc5c16b941004d3914d813660 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 30 Nov 2023 16:15:44 +0000 Subject: [PATCH 041/206] update key points --- episodes/read-delays.Rmd | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 2e3101be..e2649350 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -239,10 +239,7 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `.md` files for episodes when you want static content -- Use `.Rmd` files for episodes when you need to generate output -- Run `sandpaper::check_lesson()` to identify any issues with your lesson -- Run `sandpaper::build_lesson()` to preview your lesson locally +- Use `{epiparameter}` :::::::::::::::::::::::::::::::::::::::::::::::: From 6366b135fcb2317e89f17509e2493583dbf8e30a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:19:35 -0500 Subject: [PATCH 042/206] replace license file content to epiverse-trace --- LICENSE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LICENSE.md b/LICENSE.md index 49a8cbdd..f9188a45 100644 --- a/LICENSE.md +++ b/LICENSE.md @@ -4,7 +4,7 @@ title: "Licenses" ## Instructional Material -The tutorials in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). +The lessons in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). All Epiverse-TRACE instructional material is made available under the [Creative Commons From 8a5d740994203a6cc7608f0b13d1392db54013a6 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:27:29 -0500 Subject: [PATCH 043/206] amend change in license by error --- LICENSE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LICENSE.md b/LICENSE.md index f9188a45..49a8cbdd 100644 --- a/LICENSE.md +++ b/LICENSE.md @@ -4,7 +4,7 @@ title: "Licenses" ## Instructional Material -The lessons in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). +The tutorials in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). All Epiverse-TRACE instructional material is made available under the [Creative Commons From 2b2f8dddaf229f22ad540550d5ff56f4a11bae1b Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:30:47 -0500 Subject: [PATCH 044/206] Revert "amend change in license by error" This reverts commit 6f7bdca5e4068db3b533a37db27011fa92912c40. --- LICENSE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LICENSE.md b/LICENSE.md index 49a8cbdd..f9188a45 100644 --- a/LICENSE.md +++ b/LICENSE.md @@ -4,7 +4,7 @@ title: "Licenses" ## Instructional Material -The tutorials in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). +The lessons in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). All Epiverse-TRACE instructional material is made available under the [Creative Commons From 51fb5fc74549aa6ebc0247e5b86a8e6ca63eb9f9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:34:00 -0500 Subject: [PATCH 045/206] Revert "replace license file content to epiverse-trace" This reverts commit a6e9647a405f4fd1f8419fcba3488a311f66ca6a. --- LICENSE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LICENSE.md b/LICENSE.md index f9188a45..49a8cbdd 100644 --- a/LICENSE.md +++ b/LICENSE.md @@ -4,7 +4,7 @@ title: "Licenses" ## Instructional Material -The lessons in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). +The tutorials in this repository are developed by Epiverse-TRACE, based on the [lesson template from the Carpentries](https://github.com/carpentries/workbench-template-rmd) (template under CC BY license). All Epiverse-TRACE instructional material is made available under the [Creative Commons From ad2b9b916178ce87fe7f9dbfc44fc8ceb04f3dac Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:37:38 -0500 Subject: [PATCH 046/206] add callout draft for delays from data --- episodes/read-delays.Rmd | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index e2649350..55fb5cf3 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -233,6 +233,12 @@ epinow_estimates <- epinow( ``` +## From our data! (callout) + +estimate serial interval from case and contact data pairs + +ref: https://www.reconlearn.org/post/real-time-response-2 + ## concept map update it from last epiparameter test From cf729e31b2d71daec4e96896d4ccf0230ecda683 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 2 Dec 2023 15:39:38 -0500 Subject: [PATCH 047/206] add placeholder to show how to get delays from contact data --- episodes/describe-cases.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd index 884d7a9d..40448990 100644 --- a/episodes/describe-cases.Rmd +++ b/episodes/describe-cases.Rmd @@ -7,12 +7,14 @@ exercises: 2 :::::::::::::::::::::::::::::::::::::: questions - How do you visualize incidence cases? +- How to get serial interval from case data? :::::::::::::::::::::::::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::: objectives - Create incidence curves +- Estimate serial interval distribution from contact data :::::::::::::::::::::::::::::::::::::::::::::::: From a3263a6cd6f7a0ed5456ff30a753d23ae746fb6c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 6 Dec 2023 21:01:18 -0500 Subject: [PATCH 048/206] add period delay figures --- episodes/fig/disease-reporting.jpg | Bin 0 -> 44277 bytes .../fig/incubation-period-serial-interval.jpg | Bin 0 -> 231856 bytes episodes/fig/infectiousness-covid19.jpg | Bin 0 -> 720176 bytes episodes/fig/serial-interval-covid-sars.jpg | Bin 0 -> 122860 bytes episodes/fig/time-periods.jpg | Bin 0 -> 300672 bytes episodes/read-delays.Rmd | 12 ++++++++++++ 6 files changed, 12 insertions(+) create mode 100644 episodes/fig/disease-reporting.jpg create mode 100644 episodes/fig/incubation-period-serial-interval.jpg create mode 100644 episodes/fig/infectiousness-covid19.jpg create mode 100644 episodes/fig/serial-interval-covid-sars.jpg create mode 100644 episodes/fig/time-periods.jpg diff --git a/episodes/fig/disease-reporting.jpg 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zBH`DSebD!`H>xIJe&I<=+%S%cb{c#5u6*#o`-jaAkH53bEdBPKWqBZ~>sw5P9!eB> zJ+jW0tBoA~K89XxpB`1E{m1?Bk8R;VY?vKsH9cg%t}ODm6HE%JZr?Mo#o#T$?rSGs zu$;%$CG1Rjjg6l6**Wo&8^R_T==QMCNOV76cu$qpfBZI){GEkhI<);TCi2%&w*Dw% zI??`RxcIWP78Q6@KDeY1^zCZ0M7$k?$?v=>t|#4TH5HGh$zaK#%>zh0=m`j@hgfOKil6p=8P*mKDAx`>LwFz^LlxQC&mPmjgkB`rXgD=pYb6N3Zj&XS=v9ncV75Bb$FMzQ zrA!bFHV3X&v6~yk#T#^E;vWiBOMvNHJ{s6oSb@E+J6sHSS}pqZj7VM_`PvQ z*WQjHU($`>U#xCckcVC#Fg_DY>TlthA9%evm@EIm@-Gr$B5vlCp;qz^Cjx`1n1mHqGPp$u(4)dXn^j zbww0u)gsUYg3(P$+^q~u%xK1DJ#9R6W8%m=8S#lA#dr-$rx*z2 zb-omAJAb+S9{6^jg?0zUrV(#6Qq|=*3d~kAbpb&_LYHo3UjC?Pd$?S#1DjT+pWfSR zZqd`zJ`y5DG5GQ|ajkQ!OW4^jy=7CO zw87C$o|z(H&;@ePYH?dT5~c_a((wa#j!3MP7t6!XEtt0j;_i46-x&2~S!Y@$;k8uP zR2B_5vHK=y8x&+LUoPKVQvWymlN)`%8Jp(y#cNPAqUWY<2{)k!9kIYY6= +![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) + +![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) + ## Find a generation time What it is? @@ -37,6 +41,8 @@ With which other is related? -> the serial interval [serial interval](../learners/reference.md#serialinterval) distribution +![Serial interval of novel coronavirus (COVID-19) infections. From [Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/serial-interval-covid-sars.jpg) + ```{r} ### 1 replace generation time from literature ----- @@ -105,6 +111,8 @@ With which other is related? The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation): +![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) + ```{r} incubation_period <- dist_spec( mean = 4, sd = 2, @@ -197,6 +205,8 @@ With which other is related? The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [reporting delay](../learners/reference.md#reportingdelay): +![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) + ```{r} reporting_delay <- dist_spec( mean = convert_to_logmean(2, 1), @@ -239,6 +249,8 @@ estimate serial interval from case and contact data pairs ref: https://www.reconlearn.org/post/real-time-response-2 +ref: to epimodelac + ## concept map update it from last epiparameter test From bcc3bffc9d13258bede085c408387a7b04dee2ac Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 6 Dec 2023 21:01:38 -0500 Subject: [PATCH 049/206] edit text after review --- episodes/introduction.Rmd | 22 +++++++++++++--------- 1 file changed, 13 insertions(+), 9 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 5824b56f..bddc9cb4 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -67,14 +67,14 @@ Remember your last experience with outbreak data and reflect in these questions: - How did you get accessed to that data? - Is that analysis pipeline you followed reusable for a next response? -Pair up and share your experiences. +Reflect on your experiences. ::::::::::::::::::::::::::::::::::::::::::: ## Example: Quantify transmission -The `{EpiNow2}` package provide us with a three-steps solution to _quantify the transmissibility_. +The `{EpiNow2}` package provide us with a three-steps solution to _quantify the transmissibility_. Let's see how to do this with a minimal example. First, load the package: ```{r,warning=FALSE} library(EpiNow2) @@ -82,7 +82,7 @@ library(EpiNow2) ### First, get your case data -Case incidence data needs be stored in a data frame with the observed number of cases per day: +Case incidence data needs be stored in a data frame with the observed number of cases per day. We can read example from the package: ```{r} example_confirmed @@ -103,7 +103,11 @@ generation_time <- dist_spec( ### Let's calculate the reproduction number! -In the `epinow()` function we can add the `reported_cases` data frame, the `generation_time` distribution, and your preferred computation `stan` parameters for this calculation: +In the `epinow()` function we can add: + +- the `reported_cases` data frame, +- the `generation_time` distribution, and +- the computation `stan` parameters for this calculation: ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( @@ -119,7 +123,7 @@ epinow_estimates <- epinow( ) ``` -Getting the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number next to the cases by date of report and cases by date of infection: +As an output, we get the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number, as well as the cases by date of report and date of infection: ```{r} base::plot(epinow_estimates) @@ -149,7 +153,7 @@ So, all these tasks can be interconnected in a pipeline: ## What can we do? -Our strategy is to gradually incorporate specialized R packages into the traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. +Our strategy is to gradually incorporate specialized R packages into our traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. We support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. @@ -159,11 +163,11 @@ Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. We Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. -- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. Packages here are `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. +- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. This includes package like `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. -- Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. Packages here are `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. +- Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. This includes `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. -- Lastly, we will use _Quantify transmission_ data outputs to compare it to other indicators and simulate epidemic scenarios as part of the __Late tasks__. Packages here are `{finalsize}`, `{epidemics}`, `{scenarios}`, and `{vaccineff}`. +- Lastly, we will use _Quantify transmission_ data outputs to compare it to other indicators and simulate epidemic scenarios as part of the __Late tasks__. This includes `{finalsize}`, `{epidemics}`, and `{scenarios}`. ::::::::::::::::::::::::::::::::::::: keypoints From bc1eabc50951e84268ddb3b50282ddfd29882a43 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 6 Dec 2023 21:02:05 -0500 Subject: [PATCH 050/206] add symptom onset for reporting delay definition --- learners/reference.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/learners/reference.md b/learners/reference.md index 3c795d81..abaed21c 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -90,7 +90,7 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## R [Reporting delay]{#reportingdelay} -: Delay between the time an event occurs and the time it is reported ([Lawless, 1994](https://www.jstor.org/stable/3315820)). We can quantify it by comparing the linelist with successive versions of it or up-to-date reported aggregated case counts ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +: Delay or lag between the time an event occurs (e.g. symptom onset) and the time it is reported ([Lawless, 1994](https://www.jstor.org/stable/3315820)). We can quantify it by comparing the linelist with successive versions of it or up-to-date reported aggregated case counts ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). ## S From 4d3239fc376f0eb0b3d194b9d87eb0ee92eaa638 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 6 Dec 2023 22:37:54 -0500 Subject: [PATCH 051/206] remove figures replaced in previous commit https://github.com/epiverse-trace/tutorials/commit/d70635db660547469394a4158b00ae979fe9f194 --- episodes/fig/delay-distribution-01.jpg | Bin 24679 -> 0 bytes episodes/fig/delay-distribution-02.jpg | Bin 86987 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 episodes/fig/delay-distribution-01.jpg delete mode 100644 episodes/fig/delay-distribution-02.jpg diff --git a/episodes/fig/delay-distribution-01.jpg b/episodes/fig/delay-distribution-01.jpg deleted file mode 100644 index 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zkg&e>q1KA#f~?qzxkaG!bj9?5FUqHH8=#8&n27;gFmh#U?x2SK!SQ5gExpF(4Mhys+}j`&ep1eyMZd zx^%WgLc0XQ?U0ZSTHskCKD}xLX-3n~1%9W?0;W5NFQT5qqhHgw@-;qAW0KmaB>T>L zQ?RgX6at$jc#EOk$?_E(9p*o3dbP%H3i&20b_IdnE*Gmqnr>-OVL!qa<=prLT3#yN zf>7qFyPNnqCs*gBjdh!$@dlJM+X&e_ z)`l2d{}qrJ-w$SFupwwu;cjH-M(6vO%; Date: Wed, 6 Dec 2023 22:38:16 -0500 Subject: [PATCH 052/206] add infectiousness to glossary --- episodes/introduction.Rmd | 2 +- episodes/read-delays.Rmd | 4 +--- learners/reference.md | 3 +++ 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index bddc9cb4..ef31f520 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -90,7 +90,7 @@ example_confirmed ### Then, set the generation time -Not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: +Not all primary cases have the same probability to generate a secondary case. The onset and cessation of [infectiousness](../learners/reference.md#infectiousness) may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: ```{r} generation_time <- dist_spec( diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index b6380856..4eded8df 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -32,8 +32,6 @@ The natural history of a disease influence the transmission dynamics. ![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) -![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) - ## Find a generation time What it is? @@ -249,7 +247,7 @@ estimate serial interval from case and contact data pairs ref: https://www.reconlearn.org/post/real-time-response-2 -ref: to epimodelac +ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html ## concept map diff --git a/learners/reference.md b/learners/reference.md index abaed21c..877bdfd8 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -60,6 +60,9 @@ title: 'Glossary of Terms: Epiverse-TRACE' [Initial conditions]{#initial} : In [ODEs](#ordinary), the initial conditions are the values of the state variables at the start of the model simulation (at time 0). For example, if there is one infectious individual in a population of 1000 in an Susceptible-Infectious-Recovered model, the initial conditions would be $S(0) = 999$, $I(0) = 1$, $R(0) = 0$. +[Infectiousness]{#infectiousness} +: Median duration of the time between the onset and end of infectious viral shedding. +![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) From 242a8832801d40320f268d7c6bf27107ec8269cd Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 7 Dec 2023 02:09:26 -0500 Subject: [PATCH 053/206] add new distribution delays figures --- episodes/fig/reproduction-generation-time.png | Bin 0 -> 725371 bytes .../reproduction-number-pre-symptomatic.png | Bin 0 -> 721253 bytes episodes/fig/rt-adjusting-delays.png | Bin 0 -> 34455 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 episodes/fig/reproduction-generation-time.png create mode 100644 episodes/fig/reproduction-number-pre-symptomatic.png create mode 100644 episodes/fig/rt-adjusting-delays.png diff --git a/episodes/fig/reproduction-generation-time.png b/episodes/fig/reproduction-generation-time.png new file mode 100644 index 0000000000000000000000000000000000000000..06b3978f1bf1a4bce7fb7d67be4986eb643fe219 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+42,7 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## G [Generation time]{#generationtime} -: Distribution of time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +: Time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). [Growth rate]{#growth} : The exponential growth rate tells us how much cases are increasing or decreasing at the start of an epidemic. It gives us a measure of speed of transmission, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). @@ -52,7 +52,7 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## I [Incubation period]{#incubation} -: The time between becoming infected and the onset of symptoms. [More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). +: The time between becoming infected and the onset of symptoms. [More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). This can be different to the [latent period](#latent). ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) [Indirect transmission]{#indirect} : Indirectly transmitted infections are passed on to humans via contact with vectors, animals or contaminated environment. Vector-borne infections, zoonoses and water-borne infections are modelled as indirectly transmitted. @@ -61,7 +61,9 @@ title: 'Glossary of Terms: Epiverse-TRACE' : In [ODEs](#ordinary), the initial conditions are the values of the state variables at the start of the model simulation (at time 0). For example, if there is one infectious individual in a population of 1000 in an Susceptible-Infectious-Recovered model, the initial conditions would be $S(0) = 999$, $I(0) = 1$, $R(0) = 0$. [Infectiousness]{#infectiousness} -: Median duration of the time between the onset and end of infectious viral shedding. +: Also known as Duration of infectiousness. Time period between the onset and end of infectious [viral shedding](#viralshedding). Viral load and detection of infectious virus are the two key parameters for estimating infectiousness ([Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w)). + + ![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) @@ -71,7 +73,7 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## L [Latent period]{#latent} -: The time between becoming infected and the onset of infectiousness. [More information on the latent period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)). +: The time between becoming infected and the onset of infectiousness. [More information on the latent period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)). This can be different to the [incubation period](#incubation). ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) ## M [Model parameters (ODEs)]{#parsode} @@ -85,6 +87,10 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## O [Ordinary differential equations]{#ordinary} : Ordinary differential equations (ODEs) can be used to represent the rate of change of one variable (e.g. number of infected individuals) with respect to another (e.g. time). Check out this introduction to [ODEs](https://mathinsight.org/ordinary_differential_equation_introduction). ODEs are widely used in infectious disease modelling to model the flow of individuals between different disease states. +[Natural history of disease]{#naturalhistory} +: Refers to the development of disease from beginning to end without any treatment or intervention. In fact, given the harmfulness of an epidemic, treatment or intervention measures are inevitable. Therefore, it is difficult for the natural history of a disease to be unaffected by the various coupling factors. ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) + + @@ -116,6 +122,9 @@ title: 'Glossary of Terms: Epiverse-TRACE' [Vector-borne transmission]{#vectorborne} : Vector-borne transmission means an infection can be passed from a vector (e.g. mosquitoes) to humans. Examples of vector-borne diseases include malaria and dengue. The World Health Organization have a [Fact sheet about Vector-borne diseases](https://www.who.int/news-room/fact-sheets/detail/vector-borne-diseases) with key information and a list of them according to their vector. +[Viral shedding]{#viralshedding} +: The process of releasing a virus from a cell or body into the environment where it can infect other people. ([Cambridge Dictionary, 2023](https://dictionary.cambridge.org/us/dictionary/english/shedding)) + From 5d795b9627206d240d13b131decaf6a32ea2ca87 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 7 Dec 2023 02:10:38 -0500 Subject: [PATCH 055/206] add figures and text for first section --- episodes/read-delays.Rmd | 121 ++++++++++++++++++++++++++++++++++++--- 1 file changed, 113 insertions(+), 8 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4eded8df..ea05f791 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -24,22 +24,101 @@ exercises: 2 :::::::::::::::::::::::::::::::::::::::::::::::: +::::::::::::::::::::::::::::::::::::: prereq + +## Prerequisites + +This episode requires you to be familiar with: + +**Data science** : Basic programming with R. + +**Epidemic theory** : Epidemiological parameters. Time periods. + +This also requires the following package: + +```r +if(!require("pak")) install.packages("pak") +pak::pak("epiverse-trace/epiparameter") +``` + +::::::::::::::::::::::::::::::::: + ## Systematic review of Parameters -The natural history of a disease influence the transmission dynamics. - - +The [natural history](../learners/reference.md#naturalhistory) of a infectious disease show us that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. ![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) + +::::::::::::::::: callout + +### Definitions + +Take a look at the [glossary](../learners/reference.md) for all the definitions of the time periods of the figure above! + +::::::::::::::::::::::::: + +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource summarizing input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogs that can help building models faster for coming outbreaks and epidemics from known and unknown pathogens. + + + +Let's explore how we can access to time periods and delays using `{epiparameter}` to plug them in to `{EpiNow2}`: + +```{r} +library(epiparameter) +library(EpiNow2) +``` + + ## Find a generation time -What it is? -With which other is related? -> the serial interval +The generation time, jointly with the R0, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. + +![From the video by MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) + + + + + + + +In calculating the effective reproductive number ($Rt$), the generation time distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution although this can produced biased estimates. ([Knight et al., 2020](https://www.sciencedirect.com/science/article/pii/S2468042720300634?via%3Dihub)) + +::::::::::::::::::::::::::::::::: challenge -[serial interval](../learners/reference.md#serialinterval) distribution +### REVIEW + +Let's assume that COVID-19 and SARS has close Reproduction number values. Which one would be harder to control? Why do you conclude that? + +![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. From [Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/serial-interval-covid-sars.jpg) + +::::::::::::::::: hint + +### HINT + +The peak of each curve can inform you about the mean each distribution. Larger mean, larger serial interval. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +### SOLUTION + +Which one would be harder to control? + +- COVID-19 + +Why do you conclude that? + +- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of: + - COVID-19 is around 4 days. + - SARS us around 7 days. + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: -![Serial interval of novel coronavirus (COVID-19) infections. From [Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/serial-interval-covid-sars.jpg) ```{r} ### 1 replace generation time from literature ----- @@ -101,7 +180,6 @@ base::plot(epinow_estimates) # if not, find serial interval and use it as serial interval ``` - ## Find the incubation time What it is? @@ -111,6 +189,17 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) +![Parameter estimates. Plausible ranges for the key parameters R0 and θ (see main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) + + + + + + + + + + ```{r} incubation_period <- dist_spec( mean = 4, sd = 2, @@ -195,12 +284,20 @@ base::plot(epinow_estimates) ``` +Potential biases like + +- censoring bias (short periods) +- reporting bias (recent contacts) ## Find the reporting delay What it is? With which other is related? +Adjusting for delays + +![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) + The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [reporting delay](../learners/reference.md#reportingdelay): ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) @@ -241,8 +338,16 @@ epinow_estimates <- epinow( ``` +## Severity parameters + +The three examples above represent transmission parameters. + +- Duration of hospitalization (bed capacity needed) + ## From our data! (callout) +Fit a parametric distribution to estimate the mean and sd + estimate serial interval from case and contact data pairs ref: https://www.reconlearn.org/post/real-time-response-2 From 69f244b8765446781889b0cda82d56581f9f4786 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 7 Dec 2023 23:41:43 -0500 Subject: [PATCH 056/206] add callout on reminder about the adjustments for Rt --- episodes/introduction.Rmd | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index ef31f520..e0ff5cf8 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -129,6 +129,14 @@ As an output, we get the time-varying (or [effective](../learners/reference.md#e base::plot(epinow_estimates) ``` +::::::::::::::::: callout + +### Is this $Rt$ estimation biased? + +Review [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) about what additional adjustments this estimation requires to avoid false precision in $Rt$. + +::::::::::::::::::::::::: + ## The problem! However, _quantifying the transmissibility_ during a real-life outbreak response is more challenging than this example! From c676d92e999ffc91006a4f6c12d4fdeb807686c3 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 7 Dec 2023 23:42:24 -0500 Subject: [PATCH 057/206] add episode et1 content --- episodes/read-delays.Rmd | 38 +++++++++++++++++++++++++++++--------- 1 file changed, 29 insertions(+), 9 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index ea05f791..8f8c3eaf 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -2,6 +2,8 @@ title: 'Describe case data' teaching: 10 exercises: 2 +editor_options: + chunk_output_type: console --- :::::::::::::::::::::::::::::::::::::: questions @@ -67,6 +69,7 @@ Let's explore how we can access to time periods and delays using `{epiparameter} ```{r} library(epiparameter) library(EpiNow2) +library(tidyverse) ``` @@ -88,7 +91,12 @@ In calculating the effective reproductive number ($Rt$), the generation time dis ### REVIEW -Let's assume that COVID-19 and SARS has close Reproduction number values. Which one would be harder to control? Why do you conclude that? +Let's assume that COVID-19 and SARS has similar Reproduction number values. + +Given the Serial Interval of both infections in the figure below: + +- Which one would be harder to control? +- Why do you conclude that? ![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. From [Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/serial-interval-covid-sars.jpg) @@ -96,7 +104,7 @@ Let's assume that COVID-19 and SARS has close Reproduction number values. Which ### HINT -The peak of each curve can inform you about the mean each distribution. Larger mean, larger serial interval. +The peak of each curve can inform you about the location of the mean of each distribution. The larger the mean, the larger the serial interval. :::::::::::::::::::::: @@ -110,35 +118,47 @@ Which one would be harder to control? Why do you conclude that? -- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of: - - COVID-19 is around 4 days. - - SARS us around 7 days. +- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around 4 days, and SARS is around 7 days. Thus, COVID-19 is likely to have newer generations in less time than SARS. + :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: +Now, instead of using `EpiNow2::dist_spec()` to plug-in numeric values to specify the distribution: ```{r} -### 1 replace generation time from literature ----- - generation_time <- dist_spec( mean = 3.6, sd = 3.1, max = 20, distribution = "lognormal" ) +``` -# replace this assuming that this is covid -# with lognormal +Assuming that the disease we are dealing with is COVID, We can replace this code chunk and extract the Serial Interval for COVID-19 using the `epiparameter::epidist_db()` function. +```{r} +epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura") +``` + +We have more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we connect the previous code chunk with `epiparameter::list_distributions()`: + +```{r} epiparameter::epidist_db( disease = "covid", epi_dist = "serial", author = "Nishiura") %>% epiparameter::list_distributions() +``` + +If we want to filter only one +```{r} covid_lnorm <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial", From 9cc660b2a68e42ba16369d5da6c0c856542f8e0d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 10 Dec 2023 21:38:28 -0500 Subject: [PATCH 058/206] fix and extend the definitions --- learners/reference.md | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/learners/reference.md b/learners/reference.md index 8b5c5ee6..79bd9c3d 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -35,14 +35,15 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## E [Effective reproduction number]{#effectiverepro} -: The effective reproduction number ($Rt$) is similar to the [Basic reproductive number](#basic) ($R0$), but $Rt$ measures the number of persons infected by infectious person when some portion of the population has already been infected. Read more about the [etymology of Reproduction number by Sharma et al, 2023](https://wwwnc.cdc.gov/eid/article/29/8/22-1445_article). +: The time-varying or effective reproduction number ($Rt$) is similar to the [Basic reproductive number](#basic) ($R0$), but $Rt$ measures the number of persons infected by infectious person when some portion of the population has already been infected. Read more about the [etymology of Reproduction number by Sharma et al, 2023](https://wwwnc.cdc.gov/eid/article/29/8/22-1445_article). ## G [Generation time]{#generationtime} -: Time between infection of an index case and infection of its secondary cases. Most commonly, the generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +: Time between the onset of infectiousness of an index case and its secondary case. This always needs to be positive. +The generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). [Growth rate]{#growth} : The exponential growth rate tells us how much cases are increasing or decreasing at the start of an epidemic. It gives us a measure of speed of transmission, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). @@ -52,7 +53,10 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## I [Incubation period]{#incubation} -: The time between becoming infected and the onset of symptoms. [More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). This can be different to the [latent period](#latent). ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) +: The time between becoming infected and the onset of symptoms. +[More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). +This can be different to the [latent period](#latent) as shown in Figure 4 from ([Xiang et al. (2021)](https://www.sciencedirect.com/science/article/pii/S2468042721000038)). +The relationship between the incubation period and the [serial interval](#serialinterval) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). [Indirect transmission]{#indirect} : Indirectly transmitted infections are passed on to humans via contact with vectors, animals or contaminated environment. Vector-borne infections, zoonoses and water-borne infections are modelled as indirectly transmitted. @@ -73,7 +77,8 @@ title: 'Glossary of Terms: Epiverse-TRACE' ## L [Latent period]{#latent} -: The time between becoming infected and the onset of infectiousness. [More information on the latent period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)). This can be different to the [incubation period](#incubation). ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) +: The time between becoming infected and the onset of infectiousness. [More information on the latent period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)). +This can be different to the [incubation period](#incubation) as shown in Figure 4 from ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) ## M [Model parameters (ODEs)]{#parsode} @@ -107,7 +112,10 @@ title: 'Glossary of Terms: Epiverse-TRACE' : The state variables in a model represented by [ordinary differential equations](#ordinary) are the disease states that individuals can be in e.g. if individuals can be susceptible, infectious or recovered the state variables are $S$, $I$ and $R$. There is an ordinary differential equation for each state variable. [Serial interval]{#serialinterval} -: The time delay between the onset of symptoms between a primary case and a secondary case. The serial interval is related to the [incubation period](#incubation), as described in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). +: The time delay between the onset of symptoms between a primary case and a secondary case. +This can be negative when pre-symptomatic infection occurs. +Most commonly, the serial interval distribution of an infection is used to estimate the [generation time](#generationtime) distribution ([(Cori et al., 2017)](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). From 55e9671cc211889e0c577b9a6e737910fdd0cc33 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 10 Dec 2023 21:38:51 -0500 Subject: [PATCH 059/206] add objectives --- episodes/read-delays.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 8f8c3eaf..4f2c0991 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -21,8 +21,8 @@ editor_options: ::::::::::::::::::::::::::::::::::::: objectives -- Explain how to use markdown with the new lesson template -- Demonstrate how to include pieces of code, figures, and nested challenge blocks +- Get epidemological parameters from systematic reviews. +- Convert statistical summary to distribution parameters. :::::::::::::::::::::::::::::::::::::::::::::::: From 37f7c0ca2fa557bb03099a982e8212439ccd5707 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 10 Dec 2023 21:40:46 -0500 Subject: [PATCH 060/206] add an explanation on serial interval biases with respect to the generation interval and pre-symptomatic infection --- episodes/read-delays.Rmd | 40 ++++++++++++++++++++++++++-------------- 1 file changed, 26 insertions(+), 14 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4f2c0991..07c34e56 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -47,7 +47,7 @@ pak::pak("epiverse-trace/epiparameter") ## Systematic review of Parameters -The [natural history](../learners/reference.md#naturalhistory) of a infectious disease show us that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. +The [natural history](../learners/reference.md#naturalhistory) of a infectious disease shows that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. ![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) @@ -56,11 +56,11 @@ The [natural history](../learners/reference.md#naturalhistory) of a infectious d ### Definitions -Take a look at the [glossary](../learners/reference.md) for all the definitions of the time periods of the figure above! +Take a look at the [glossary](../learners/reference.md) for the definitions of all the time periods of the figure above! ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource summarizing input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogs that can help building models faster for coming outbreaks and epidemics from known and unknown pathogens. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarized input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogs that can help building models faster for coming outbreaks and epidemics from known and unknown pathogens related to known families of viruses. @@ -75,25 +75,32 @@ library(tidyverse) ## Find a generation time -The generation time, jointly with the R0, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. +The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. ![From the video by MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) +In calculating the effective reproductive number ($Rt$), the generation time distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. +This is because the date of onset of symptoms is more easily observed than the date of onset of infectiousness. + + + +However, this is valid for diseases in which infectiousness starts after symptom onset [(Chung Lau et al. 2021)](https://academic.oup.com/jid/article/224/10/1664/6356465). In cases where infectiousness starts before symptom onset serial intervals can be negative! This is the case of a pre-symptomatic transmission. + +Even if the generation time and serial interval have the same mean, their variance usually differ propagating bias to the Rt estimation. Rt estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). + -In calculating the effective reproductive number ($Rt$), the generation time distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution although this can produced biased estimates. ([Knight et al., 2020](https://www.sciencedirect.com/science/article/pii/S2468042720300634?via%3Dihub)) - ::::::::::::::::::::::::::::::::: challenge ### REVIEW -Let's assume that COVID-19 and SARS has similar Reproduction number values. +Let's assume that COVID-19 and SARS has similar Reproduction number values, and the Serial interval a good proxy of the generation interval. -Given the Serial Interval of both infections in the figure below: +Given the Serial interval of both infections in the figure below: - Which one would be harder to control? - Why do you conclude that? @@ -118,17 +125,16 @@ Which one would be harder to control? Why do you conclude that? -- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around 4 days, and SARS is around 7 days. Thus, COVID-19 is likely to have newer generations in less time than SARS. - +- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around 4 days, and SARS is around 7 days. Thus, COVID-19 is likely to have newer generations in less time than SARS, assuming similar reproduction number in both. :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: -Now, instead of using `EpiNow2::dist_spec()` to plug-in numeric values to specify the distribution: +Now, instead of using `EpiNow2::dist_spec()` to plug-in numeric values to specify the distribution as in the chunk below: -```{r} +```r generation_time <- dist_spec( mean = 3.6, sd = 3.1, @@ -137,7 +143,7 @@ generation_time <- dist_spec( ) ``` -Assuming that the disease we are dealing with is COVID, We can replace this code chunk and extract the Serial Interval for COVID-19 using the `epiparameter::epidist_db()` function. +Let's replace it with the Serial Interval output for COVID-19 using the `epiparameter::epidist_db()` function. (Assuming that the disease we are dealing with is COVID-19) ```{r} epiparameter::epidist_db( @@ -146,7 +152,7 @@ epiparameter::epidist_db( author = "Nishiura") ``` -We have more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we connect the previous code chunk with `epiparameter::list_distributions()`: +We have more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can connect the previous code chunk using the pipe `%>%` and the `epiparameter::list_distributions()` function: ```{r} epiparameter::epidist_db( @@ -374,6 +380,12 @@ ref: https://www.reconlearn.org/post/real-time-response-2 ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html +Recall that "Methods for accurate estimation of the generation interval from contact tracing data involve adjusting for right truncation and accounting for population susceptibility at the times transmission pairs are observed" [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) + +## Convert from statistical summaries to distribution parameters + +... + ## concept map update it from last epiparameter test From c37a50659d0c880369c59091297b3bd2eda050a9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 10 Dec 2023 21:41:10 -0500 Subject: [PATCH 061/206] add content about growth rate curve --- episodes/describe-cases.Rmd | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd index 40448990..f56c99d6 100644 --- a/episodes/describe-cases.Rmd +++ b/episodes/describe-cases.Rmd @@ -14,7 +14,7 @@ exercises: 2 ::::::::::::::::::::::::::::::::::::: objectives - Create incidence curves -- Estimate serial interval distribution from contact data +- Estimate the growth rate from incidence curves :::::::::::::::::::::::::::::::::::::::::::::::: @@ -22,6 +22,10 @@ exercises: 2 This is a lesson created via The Carpentries Workbench. +## Exponential growth + +Within the renewal equation, the generation interval mechanistically links the reproductive number R to observables such as the epidemic growth rate r or the number of new infections per day [(Wallinga et al. 2006)](https://royalsocietypublishing.org/doi/10.1098/rspb.2006.3754) + ::::::::::::::::::::::::::::::::::::: keypoints - Use `{incidence2}` From 945d5b9c14de7eb18ec183cf8f496edd1a4b33b7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 11 Dec 2023 07:35:39 -0500 Subject: [PATCH 062/206] write text for epiparameter epidist_db --- episodes/read-delays.Rmd | 57 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 55 insertions(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 07c34e56..da9b3c41 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -132,7 +132,23 @@ Why do you conclude that? ::::::::::::::::::::::::::::::::::::::::::: -Now, instead of using `EpiNow2::dist_spec()` to plug-in numeric values to specify the distribution as in the chunk below: +Our goal now is to replace the `generation_time` input that we used for `EpiNow2::epinow()`. + +```r +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # distribution + generation_time = generation_time_opts(generation_time), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) +``` + +To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to specify the distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: ```r generation_time <- dist_spec( @@ -143,6 +159,32 @@ generation_time <- dist_spec( ) ``` +First, let's assume that the data set `example_confirmed` have COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. + +From the `{epiparameter}` package, we can use the `epidist_db()` function to ask for any epidemiological distribution (`epi_dist`) with the generation time using the string `generation`: + +```{r} +epiparameter::epidist_db( + epi_dist = "generation" +) +``` + +Currently, in the library of epidemiological parameters we do not have `generation` time entry for COVID-19. We can try to look at the serial intervals for COVID-19. + +```{r} +epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial" +) +``` + + +The `epiparameter::epidist_db()` function works as a filtering or subset function. + +We can use other arguments like `author`, `subset` and `single_epidist` to filter even + + + Let's replace it with the Serial Interval output for COVID-19 using the `epiparameter::epidist_db()` function. (Assuming that the disease we are dealing with is COVID-19) ```{r} @@ -152,7 +194,7 @@ epiparameter::epidist_db( author = "Nishiura") ``` -We have more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can connect the previous code chunk using the pipe `%>%` and the `epiparameter::list_distributions()` function: +We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can add the previous code the `epiparameter::list_distributions()` function using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -162,6 +204,8 @@ epiparameter::epidist_db( epiparameter::list_distributions() ``` +We have + If we want to filter only one ```{r} @@ -201,6 +245,15 @@ base::plot(epinow_estimates) ## formative +```{r} +# what parameters are are available for influenza? +epidist_db(disease = "influenza") %>% + list_distributions() %>% + as_tibble() %>% + count(epi_distribution) +``` + + ```{r} # generation time for ebola # if not, find serial interval and use it as serial interval From 027ffaeb83e5d9b98d34c5c2c2032de9fbc30b78 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 11 Dec 2023 08:55:37 -0500 Subject: [PATCH 063/206] add text before about exploring the epidist class object --- episodes/read-delays.Rmd | 96 +++++++++++++++++++++++++++++++++++----- 1 file changed, 85 insertions(+), 11 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index da9b3c41..b84ef61e 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -132,6 +132,8 @@ Why do you conclude that? ::::::::::::::::::::::::::::::::::::::::::: +## Extract epidemiological parameters + Our goal now is to replace the `generation_time` input that we used for `EpiNow2::epinow()`. ```r @@ -148,7 +150,7 @@ epinow_estimates <- epinow( ) ``` -To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to specify the distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: +To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to manually specify the distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: ```r generation_time <- dist_spec( @@ -169,7 +171,7 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters we do not have `generation` time entry for COVID-19. We can try to look at the serial intervals for COVID-19. +Currently, in the library of epidemiological parameters we do not have `generation` time entry for COVID-19. We can try to look at the `serial` intervals for COVID-19. ```{r} epiparameter::epidist_db( @@ -178,35 +180,54 @@ epiparameter::epidist_db( ) ``` +::::::::::::::::: callout -The `epiparameter::epidist_db()` function works as a filtering or subset function. +`epidist_db` is not case-sensitive. This means that you can use strings with upper and lower case indistinctly. -We can use other arguments like `author`, `subset` and `single_epidist` to filter even +::::::::::::::::::::::::: +We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can add the previous code the `epiparameter::list_distributions()` function using the pipe `%>%`: +```{r} +epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial") %>% + epiparameter::list_distributions() +``` -Let's replace it with the Serial Interval output for COVID-19 using the `epiparameter::epidist_db()` function. (Assuming that the disease we are dealing with is COVID-19) +The `epiparameter::epidist_db()` function works as a filtering or subset function. Let's use the `author` argument to filter `Hiroshi Nishiura` parameters: ```{r} epiparameter::epidist_db( disease = "covid", epi_dist = "serial", - author = "Nishiura") + author = "Hiroshi") %>% + epiparameter::list_distributions() ``` -We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can add the previous code the `epiparameter::list_distributions()` function using the pipe `%>%`: +We still get more than one epidemiological parameter. We can set the `single_epidist` argument to `TRUE` to only one: ```{r} epiparameter::epidist_db( disease = "covid", epi_dist = "serial", - author = "Nishiura") %>% - epiparameter::list_distributions() + author = "Hiroshi", + single_epidist = T) ``` -We have +::::::::::::::::: callout + +### How does `single_epidist` works? + +Take a look into help documentation for `?epiparameter::epidist_db()`. -If we want to filter only one +> Note: If multiple entries match the arguments supplied and single_epidist = TRUE then the `⁠⁠ that is parameterised and has the largest sample size will be returned (see `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. + +::::::::::::::::::::::::: + +Now we have our epidemiological parameter of interest! We can use it to replace the number we plug-in to `EpiNow2::dist_spec()` + +Let's do this by assigning this `epidist` class object to the `covid_lnorm` object. ```{r} covid_lnorm <- epiparameter::epidist_db( @@ -216,8 +237,54 @@ covid_lnorm <- epiparameter::epidist_db( single_epidist = T) # not desired covid_lnorm +``` +## Extract the summary statistics + +We can get the `mean` and standard deviation (`sd`) from this `epidist` we can dive into the `summary_stats` object: + +```{r} +# to get the mean covid_lnorm$summary_stats$mean + +# to get the standard deviation? +covid_lnorm$summary_stats +``` + +:::::::::: discussion + +Take a minute and explore the nested content with in the `covid_lnorm` using the `$` operator plus the `TAB` button to see them as a list: + +```r +covid_lnorm$ +``` + +Share what else you discover from this! + +:::::::::::::::::::: + +::::::::: instructor + +An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. + +```{r} +covid_lnorm$method_assess +``` + +Will explore this at the end! + +:::::::::::::::::: + +`EpiNow2::dist_spec()` still needs + +The epidemiological parameter in `covid_lnorm` is a continuous distribution: + +```{r} +plot(covid_lnorm) +``` + + +```{r} covid_lnorm_discrete <- epiparameter::discretise(covid_lnorm) covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) @@ -425,6 +492,13 @@ The three examples above represent transmission parameters. ## From our data! (callout) +An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. + +```{r} +covid_lnorm$method_assess +``` + + Fit a parametric distribution to estimate the mean and sd estimate serial interval from case and contact data pairs From a72eeb8368a272a420eefd126445b5a09fd4f02e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 11 Dec 2023 11:07:43 -0500 Subject: [PATCH 064/206] add challenge format --- episodes/read-delays.Rmd | 40 +++++++++++++++++++++++++++------------- 1 file changed, 27 insertions(+), 13 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index b84ef61e..52bfa388 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -241,39 +241,53 @@ covid_lnorm ## Extract the summary statistics -We can get the `mean` and standard deviation (`sd`) from this `epidist` we can dive into the `summary_stats` object: +We can get the `mean` and standard deviation (`sd`) from this `epidist` diving into the `summary_stats` object: ```{r} -# to get the mean +# get the mean covid_lnorm$summary_stats$mean - -# to get the standard deviation? -covid_lnorm$summary_stats ``` -:::::::::: discussion +:::::::::::::::::::::::::::::: challenge + +## How to get the `sd` and other nested elements? + +Take 1 minute to: + +- Get the `sd` from the `epidist` object. -Take a minute and explore the nested content with in the `covid_lnorm` using the `$` operator plus the `TAB` button to see them as a list: +- Explore all the other nested elements within the `epidist` object. + +Share what is the most interesting element for you! + +::::::::: hint + +Using the `$` operator plus the `TAB` keyboard button to explore them as an expandable list: ```r covid_lnorm$ ``` -Share what else you discover from this! +:::::::::::::::::: -:::::::::::::::::::: +:::::::::: solution -::::::::: instructor +```{r} +# get the sd +covid_lnorm$summary_stats$sd +``` -An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. +An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authora to assess for the bias while estimating the serial interval distribution. ```{r} covid_lnorm$method_assess ``` -Will explore this at the end! +We will explore this at the end! -:::::::::::::::::: +:::::::::::::::::::: + +:::::::::::::::::::::::::::::::: `EpiNow2::dist_spec()` still needs From 385fab9a800a8d86fb610a1d0be08eca6ebbb1de Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 11 Dec 2023 16:36:48 +0000 Subject: [PATCH 065/206] complete with the max argument for dist_spec --- episodes/read-delays.Rmd | 34 ++++++++++++++++++++++++++++++++-- 1 file changed, 32 insertions(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 52bfa388..57a7accb 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -289,19 +289,49 @@ We will explore this at the end! :::::::::::::::::::::::::::::::: -`EpiNow2::dist_spec()` still needs +## Discretize a continuous distribution -The epidemiological parameter in `covid_lnorm` is a continuous distribution: +We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). + +One way to do this is getting the quantile value for the the 99.9% or `0.999` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `epidist` object. + +To achieve this we can **discretize** the continuous distribution stored in our `epidist` object. + +The epidemiological parameter stored in `covid_lnorm` is a **continuous** distribution. Here we plot its *Probability Density Function (PDF)*: ```{r} plot(covid_lnorm) ``` +When we `epiparameter::discretise()` the continuous distribution we get a **discrete** distribution: ```{r} covid_lnorm_discrete <- epiparameter::discretise(covid_lnorm) + +covid_lnorm_discrete +``` + +We identify this change in the `Distribution:` output line of the `epidist` object. Take a double check to this line: + +``` +Distribution: discrete lnorm +``` + +For a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: + +```{r} +plot(covid_lnorm_discrete) +``` + +To finally get a `max` value let's access to the quantile value of the 99% or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. + +```{r} covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) +``` +Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! + +```{r} generation_time_epiparam <- dist_spec( mean = covid_lnorm$summary_stats$mean, sd = covid_lnorm$summary_stats$sd, From 6f1d3b17eac029649647c8b73023a2cfce05ec74 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 11 Dec 2023 21:08:05 +0000 Subject: [PATCH 066/206] add spoiler on distribution plus explore output --- episodes/read-delays.Rmd | 75 ++++++++++++++++++++++++++++++++++++---- 1 file changed, 68 insertions(+), 7 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 57a7accb..3909e123 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -289,6 +289,31 @@ We will explore this at the end! :::::::::::::::::::::::::::::::: +::::::::::::::::: spoiler + +### The distribution Zoo + +How to read this notation? + +```{r} +covid_lnorm$prob_dist +``` + +This object is class `distribution`. + +```{r} +covid_lnorm$prob_dist %>% class() +``` + +You can look further into it `?distributional::dist_lognormal()` or the corresponding distribution that you need. + +We also recommend your this shinyapp called **The Distribution Zoo**! + + + +::::::::::::::::::::::::: + + ## Discretize a continuous distribution We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). @@ -329,16 +354,52 @@ To finally get a `max` value let's access to the quantile value of the 99% or `0 covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) ``` +::::::::::::::::::::::::::::::::: challenge + +### DISTRIBUTION FUNCTIONS + +TODO epxlore epiparameter internal dsitrubtion functions for discrete distrib + +::::::::::::::::: hint + +### HINT + +HINT accordions are created with the `hint` tag and nested within +`challenge` callouts. These offer more context for the challenge that can help +the learner find the solution. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +### SOLUTION + +SOLUTION accordions are created with the `solution` tag and nested within +`challenge` callouts. These provide the learners with the solution to the +challenge so they can confirm their answers. + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! ```{r} -generation_time_epiparam <- dist_spec( - mean = covid_lnorm$summary_stats$mean, - sd = covid_lnorm$summary_stats$sd, - max = covid_lnorm_discrete_max, - distribution = "lognormal" -) +generation_time_epiparam <- + dist_spec( + mean = covid_lnorm$summary_stats$mean, + sd = covid_lnorm$summary_stats$sd, + max = covid_lnorm_discrete_max, + distribution = "lognormal" + ) +generation_time_epiparam +``` + +Now, let's replace the `generation_time` input that we used for `EpiNow2::epinow()`. + +```{r} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], @@ -354,7 +415,7 @@ epinow_estimates <- epinow( base::plot(epinow_estimates) ``` -## formative +### formative ```{r} # what parameters are are available for influenza? From 2f37372414585830d24f39ce5b23e06e2a6a3a40 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 12 Dec 2023 22:06:15 +0000 Subject: [PATCH 067/206] add offspring distribution to glossary --- learners/reference.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/learners/reference.md b/learners/reference.md index 79bd9c3d..18718283 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -95,7 +95,10 @@ This can be different to the [incubation period](#incubation) as shown in Figure [Natural history of disease]{#naturalhistory} : Refers to the development of disease from beginning to end without any treatment or intervention. In fact, given the harmfulness of an epidemic, treatment or intervention measures are inevitable. Therefore, it is difficult for the natural history of a disease to be unaffected by the various coupling factors. ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) - +## O + +[Offspring distribution]{#offspringdist} +: Distribution of the number of secondary cases caused by a particular infected individual. ([Lloyd-Smith et al., 2005](https://www.nature.com/articles/nature04153), [Endo et al., 2020](https://wellcomeopenresearch.org/articles/5-67/v3)) From 24c9d794cdaccfd746b8925138e3ed5e3c814ca8 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 12 Dec 2023 22:06:48 +0000 Subject: [PATCH 068/206] add formative assessments on distributions --- episodes/read-delays.Rmd | 271 +++++++++++++++++++++++++++++++++------ 1 file changed, 232 insertions(+), 39 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 3909e123..ce5ea3a7 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -96,7 +96,7 @@ Even if the generation time and serial interval have the same mean, their varian ::::::::::::::::::::::::::::::::: challenge -### REVIEW +### Serial interval Let's assume that COVID-19 and SARS has similar Reproduction number values, and the Serial interval a good proxy of the generation interval. @@ -109,16 +109,12 @@ Given the Serial interval of both infections in the figure below: ::::::::::::::::: hint -### HINT - The peak of each curve can inform you about the location of the mean of each distribution. The larger the mean, the larger the serial interval. :::::::::::::::::::::: ::::::::::::::::: solution -### SOLUTION - Which one would be harder to control? - COVID-19 @@ -161,9 +157,19 @@ generation_time <- dist_spec( ) ``` -First, let's assume that the data set `example_confirmed` have COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. +First, let's assume that the data set `example_confirmed` have COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. + +Let's start by looking at how many parameters do we have in the epidemiological distributions database (`epidist_db`) for the `disease` named `covid`-19: + +```{r} +epiparameter::epidist_db( + disease = "covid" +) +``` + +From the `{epiparameter}` package, we can use the `epidist_db()` function to ask for any `disease` and also for an specific epidemiological distribution (`epi_dist`). -From the `{epiparameter}` package, we can use the `epidist_db()` function to ask for any epidemiological distribution (`epi_dist`) with the generation time using the string `generation`: +Let's ask now how many parameters do we have in the epidemiological distributions database (`epidist_db`) with the generation time using the string `generation`: ```{r} epiparameter::epidist_db( @@ -171,18 +177,18 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters we do not have `generation` time entry for COVID-19. We can try to look at the `serial` intervals for COVID-19. +Currently, in the library of epidemiological parameters we have one `generation` time entry but for Influenza. We can try to look at the `serial` intervals for `COVID`-19. ```{r} epiparameter::epidist_db( - disease = "covid", + disease = "COVID", epi_dist = "serial" ) ``` ::::::::::::::::: callout -`epidist_db` is not case-sensitive. This means that you can use strings with upper and lower case indistinctly. +`epidist_db` is [case-insensitive](https://dillionmegida.com/p/case-sensitivity-vs-case-insensitivity/#case-insensitivity). This means that you can use strings with letters in upper or lower case indistinctly. ::::::::::::::::::::::::: @@ -191,7 +197,8 @@ We get more than one epidemiological delay. To summarize this view and get the c ```{r} epiparameter::epidist_db( disease = "covid", - epi_dist = "serial") %>% + epi_dist = "serial" +) %>% epiparameter::list_distributions() ``` @@ -201,7 +208,8 @@ The `epiparameter::epidist_db()` function works as a filtering or subset functio epiparameter::epidist_db( disease = "covid", epi_dist = "serial", - author = "Hiroshi") %>% + author = "Hiroshi" +) %>% epiparameter::list_distributions() ``` @@ -212,7 +220,8 @@ epiparameter::epidist_db( disease = "covid", epi_dist = "serial", author = "Hiroshi", - single_epidist = T) + single_epidist = T +) ``` ::::::::::::::::: callout @@ -221,24 +230,77 @@ epiparameter::epidist_db( Take a look into help documentation for `?epiparameter::epidist_db()`. -> Note: If multiple entries match the arguments supplied and single_epidist = TRUE then the `⁠⁠ that is parameterised and has the largest sample size will be returned (see `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. +> Note: If multiple entries match the arguments supplied and `single_epidist = TRUE` then the `⁠⁠ that is parameterised and has the largest sample size will be returned (see `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. ::::::::::::::::::::::::: -Now we have our epidemiological parameter of interest! We can use it to replace the number we plug-in to `EpiNow2::dist_spec()` +Now we have an epidemiological parameter we can reuse! We can use it to replace the numbers we plug-in to `EpiNow2::dist_spec()`. -Let's do this by assigning this `epidist` class object to the `covid_lnorm` object. +Let's do this by assigning this `epidist` class object to the `covid_lnorm` object, where `lnorm` means that this epiparameter follows a log-normal distribution. ```{r} covid_lnorm <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial", author = "Nishiura", - single_epidist = T) # not desired + single_epidist = T +) covid_lnorm ``` +::::::::::::::::::::::::::::::::: challenge + +### Ebola's incubation period + + + +- How many delay distributions are for the Ebola disease? + +- How many delay distributions are for the incubation period of Ebola? + +- What type of distribution has the incubation period of Ebola with highest sample size? + +::::::::::::::::: hint + +The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: +- disease, +- epidemiological distribution, +- the type of the probability distribution, +- author of the study, and +- year of study. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r} +# 16 delays distributions +epiparameter::epidist_db( + disease = "ebola" +) + +# 5 delay distributions are for the incubation period +epiparameter::epidist_db( + disease = "ebola", + epi_dist = "incubation" +) + +# the distribution with the highest sample size has a gamma distribution +epiparameter::epidist_db( + disease = "ebola", + epi_dist = "incubation", + single_epidist = T +) +``` + +Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + ## Extract the summary statistics We can get the `mean` and standard deviation (`sd`) from this `epidist` diving into the `summary_stats` object: @@ -250,24 +312,28 @@ covid_lnorm$summary_stats$mean :::::::::::::::::::::::::::::: challenge -## How to get the `sd` and other nested elements? +### How to get the `sd` and other nested elements? Take 1 minute to: -- Get the `sd` from the `epidist` object. +1. Get the `sd` of the epidemiological distribution. + +2. Find the `sample_size` used in the study. -- Explore all the other nested elements within the `epidist` object. +3. Explore all the other nested elements within the `epidist` object. Share what is the most interesting element for you! ::::::::: hint -Using the `$` operator plus the `TAB` keyboard button to explore them as an expandable list: +Use the `$` operator plus the tab keyboard button to explore them as an expandable list: ```r covid_lnorm$ ``` +Use the `str()` to display the structure of the `epidist` R object. + :::::::::::::::::: :::::::::: solution @@ -275,15 +341,18 @@ covid_lnorm$ ```{r} # get the sd covid_lnorm$summary_stats$sd + +# get the sample_size +covid_lnorm$metadata$sample_size ``` -An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authora to assess for the bias while estimating the serial interval distribution. +An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for the bias while estimating the serial interval distribution. ```{r} covid_lnorm$method_assess ``` -We will explore this at the end! +We will explore these concepts at the end! :::::::::::::::::::: @@ -311,16 +380,61 @@ We also recommend your this shinyapp called **The Distribution Zoo**! +You can go to the left panel and the second option named `Distribution type`. Select `Log-Normal` and the name of the [sliders](https://shiny.posit.co/r/articles/build/sliders/) will change according to the distribution of your interest. + ::::::::::::::::::::::::: +## Distribution functions + +TODO + +... + +::::::::::::::::::::::::::::::::: challenge + +### 99% of serial interval? + +When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 99% of symptom onset to occur? + +::::::::::::::::: hint + +```{r} +# the probability density function and +# the cumulative distribution function of the distribution +plot(covid_lnorm,day_range = 0:20) +# the density value at quantile value of 10 +stats::density(covid_lnorm,at = 10) +# the cumulative probability at quantile value of 10 +epiparameter::cdf(covid_lnorm,q = 10) +# the quantile value at a cumulative probability of 50% +stats::quantile(covid_lnorm,p = 0.5) +# generate 10 random values given the distribution family and its parameters +epiparameter::generate(covid_lnorm,times = 10) +``` + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r} +stats::quantile(covid_lnorm,p = 0.99) +``` + +The 99% percent of the symptom onset of secondary cases will happen after 14.99 days after the symptom onset of primary cases. + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + ## Discretize a continuous distribution We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). -One way to do this is getting the quantile value for the the 99.9% or `0.999` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `epidist` object. +One way to do this is getting the quantile value for the the 99th percentile or `0.99` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `epidist` object. -To achieve this we can **discretize** the continuous distribution stored in our `epidist` object. +We can use the set of [distribution functions](https://epiverse-trace.github.io/epiparameter/articles/epiparameter.html#distribution-functions) for a continuous distribution. However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `epidist` object. The epidemiological parameter stored in `covid_lnorm` is a **continuous** distribution. Here we plot its *Probability Density Function (PDF)*: @@ -348,35 +462,60 @@ For a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: plot(covid_lnorm_discrete) ``` -To finally get a `max` value let's access to the quantile value of the 99% or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. +To finally get a `max` value let's access to the quantile value of the 99th percentile or `0.99` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. ```{r} -covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) +covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.99) ``` ::::::::::::::::::::::::::::::::: challenge -### DISTRIBUTION FUNCTIONS +### 99% of incubation period -TODO epxlore epiparameter internal dsitrubtion functions for discrete distrib +Within what time frame do 99% of individuals who develop symptoms exhibit them after infection? ::::::::::::::::: hint -### HINT +```{r} +plot(covid_lnorm_discrete,day_range = 0:20) +# generate random values +covid_lnorm_discrete$prob_dist$r(1000) +# in what quantile we have the 99.9% cumulative probability? +covid_lnorm_discrete$prob_dist$q(0.99) +# covid_lnorm_discrete$prob_dist$qf(0.99) # as in continuous distribution? +x_limit <- covid_lnorm_discrete$prob_dist$q(0.99) +# generate quantile values as a sequence for each natural number +si_discrete_x <- seq(1L, to = x_limit, by = 1L) +# calculate the values for each quantiles in the density function +si_discrete_y <- covid_lnorm_discrete$prob_dist$d(si_discrete_x) + +tibble( + quantile_values = si_discrete_x, + density_values = si_discrete_y +) %>% + ggplot(aes(quantile_values,density_values)) + + geom_col() +``` -HINT accordions are created with the `hint` tag and nested within -`challenge` callouts. These offer more context for the challenge that can help -the learner find the solution. :::::::::::::::::::::: ::::::::::::::::: solution -### SOLUTION +```{r} +covid_incubation <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "incubation", + single_epidist = T + ) + +covid_incubation_discrete <- epiparameter::discretise(covid_incubation) + +covid_incubation_discrete$prob_dist$q(0.99) +``` -SOLUTION accordions are created with the `solution` tag and nested within -`challenge` callouts. These provide the learners with the solution to the -challenge so they can confirm their answers. +99% of those who develop symptoms will do so within 16 days of infection. :::::::::::::::::::::::::: @@ -431,7 +570,7 @@ epidist_db(disease = "influenza") %>% # if not, find serial interval and use it as serial interval ``` -## Find the incubation time +## Find the incubation period What it is? With which other is related? @@ -441,6 +580,49 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) ![Parameter estimates. Plausible ranges for the key parameters R0 and θ (see main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) + + +::::::::::::::::::::::::::::::::: challenge + +### WHAT TYPE OF TRANSMISSION? + +... + +::::::::::::::::: hint + +... + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r} +# pre-symptomatic transmission +epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = T)$summary_stats$mean +epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = T)$summary_stats$mean + +# symptomatic transmission +epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = T)$summary_stats$median +epidist_db(disease = "mers",epi_dist = "serial",single_epidist = T)$summary_stats$mean +``` + +```{r} +# pre-symptomatic transmission +epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = T)$summary_stats$mean +epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = T)$summary_stats$mean + +# symptomatic transmission +epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = T)$summary_stats$mean +epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_stats$mean +``` + + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + + @@ -553,6 +735,17 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) + +## any epiparameter? + +```{r} +epidist_db(disease = "all") %>% list_distributions() %>% + as_tibble() %>% + distinct(epi_distribution) +``` + +## replace in epinow2 + ```{r} reporting_delay <- dist_spec( mean = convert_to_logmean(2, 1), @@ -616,7 +809,7 @@ Recall that "Methods for accurate estimation of the generation interval from con ## Convert from statistical summaries to distribution parameters -... +https://github.com/epiverse-trace/epiparameter/issues/114 ## concept map From c8637548ed18a530bc17032b9289217c96ea310a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 03:19:06 +0000 Subject: [PATCH 069/206] add text and assessment about continuous distribution functions --- episodes/read-delays.Rmd | 225 +++++++++++++++++++++++++++------------ 1 file changed, 158 insertions(+), 67 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index ce5ea3a7..0b031532 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -188,6 +188,8 @@ epiparameter::epidist_db( ::::::::::::::::: callout +### CASE-INSENSITIVE + `epidist_db` is [case-insensitive](https://dillionmegida.com/p/case-sensitivity-vs-case-insensitivity/#case-insensitivity). This means that you can use strings with letters in upper or lower case indistinctly. ::::::::::::::::::::::::: @@ -202,6 +204,8 @@ epiparameter::epidist_db( epiparameter::list_distributions() ``` +## Select a single distribution + The `epiparameter::epidist_db()` function works as a filtering or subset function. Let's use the `author` argument to filter `Hiroshi Nishiura` parameters: ```{r} @@ -230,30 +234,31 @@ epiparameter::epidist_db( Take a look into help documentation for `?epiparameter::epidist_db()`. -> Note: If multiple entries match the arguments supplied and `single_epidist = TRUE` then the `⁠⁠ that is parameterised and has the largest sample size will be returned (see `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. +> Note: If multiple entries match the arguments supplied and `single_epidist = TRUE` then the `⁠⁠ that is parameterised and has the largest sample size will be returned (read `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. ::::::::::::::::::::::::: Now we have an epidemiological parameter we can reuse! We can use it to replace the numbers we plug-in to `EpiNow2::dist_spec()`. -Let's do this by assigning this `epidist` class object to the `covid_lnorm` object, where `lnorm` means that this epiparameter follows a log-normal distribution. +Let's do this by assigning this `` class object to the `covid_serialint` object. ```{r} -covid_lnorm <- epiparameter::epidist_db( - disease = "covid", - epi_dist = "serial", - author = "Nishiura", - single_epidist = T -) +covid_serialint <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = T + ) -covid_lnorm +covid_serialint ``` ::::::::::::::::::::::::::::::::: challenge ### Ebola's incubation period - +Take 5 minutes: - How many delay distributions are for the Ebola disease? @@ -303,11 +308,11 @@ Now, from the output of `epiparameter::epidist_db()`, What is an [offspring dist ## Extract the summary statistics -We can get the `mean` and standard deviation (`sd`) from this `epidist` diving into the `summary_stats` object: +We can get the `mean` and standard deviation (`sd`) from this `` diving into the `summary_stats` object: ```{r} # get the mean -covid_lnorm$summary_stats$mean +covid_serialint$summary_stats$mean ``` :::::::::::::::::::::::::::::: challenge @@ -320,7 +325,7 @@ Take 1 minute to: 2. Find the `sample_size` used in the study. -3. Explore all the other nested elements within the `epidist` object. +3. Explore all the other nested elements within the `` object. Share what is the most interesting element for you! @@ -329,10 +334,10 @@ Share what is the most interesting element for you! Use the `$` operator plus the tab keyboard button to explore them as an expandable list: ```r -covid_lnorm$ +covid_serialint$ ``` -Use the `str()` to display the structure of the `epidist` R object. +Use the `str()` to display the structure of the `` R object. :::::::::::::::::: @@ -340,16 +345,16 @@ Use the `str()` to display the structure of the `epidist` R object. ```{r} # get the sd -covid_lnorm$summary_stats$sd +covid_serialint$summary_stats$sd # get the sample_size -covid_lnorm$metadata$sample_size +covid_serialint$metadata$sample_size ``` An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for the bias while estimating the serial interval distribution. ```{r} -covid_lnorm$method_assess +covid_serialint$method_assess ``` We will explore these concepts at the end! @@ -358,70 +363,156 @@ We will explore these concepts at the end! :::::::::::::::::::::::::::::::: -::::::::::::::::: spoiler +## Continuous distributions -### The distribution Zoo +The following output has four entries with different content in the probability distribution (`prob_distribution`) column: + +```{r} +distribution <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial" + ) + +distribution %>% + list_distributions() +``` -How to read this notation? +Entries with a missing value (``) in the `prob_distribution` column only posses summary statistics associated with it. Run these commands to find the difference: + +```{r,eval=FALSE} +distribution[[1]]$summary_stats +distribution[[1]]$prob_dist +``` + +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated to it provided by an `inference_method` as shown in `metadata`. Run these commands to find the difference: + +```{r,eval=FALSE} +distribution[[1]]$metadata$inference_method +distribution[[2]]$metadata$inference_method +distribution[[3]]$metadata$inference_method +distribution[[4]]$metadata$inference_method +``` + +In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., log-normal, weibull, normal). ```{r} -covid_lnorm$prob_dist +distribution %>% + list_distributions() ``` -This object is class `distribution`. +In `{epiparameter}` you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: + +- the *Probability Density Function (PDF)* and +- the *Cumulative Distribution Function (CDF)*. ```{r} -covid_lnorm$prob_dist %>% class() +plot(distribution[[2]], day_range = 0:20) ``` -You can look further into it `?distributional::dist_lognormal()` or the corresponding distribution that you need. +With the `day_range` argument you can change the length or number of days in the `x` axis. + +::::::::::::::::: discussion + +### The distribution Zoo + +Explore this shinyapp called **The Distribution Zoo**! -We also recommend your this shinyapp called **The Distribution Zoo**! +Follow these steps to reproduce the `covid_serialint` distribution: - +- Access to shinyapp website! +- Go to the left panel, +- Keep the *Category of distribution*: `Continuous Univariate`, +- Select a new *Distribution type*: `Log-Normal`, +- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a track or bar, to the `covid_serialint` parameters. -You can go to the left panel and the second option named `Distribution type`. Select `Log-Normal` and the name of the [sliders](https://shiny.posit.co/r/articles/build/sliders/) will change according to the distribution of your interest. + + +Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore: + +- How does the shape of a distribution change when its parameters change? + +Share what other useful features you find in the website. ::::::::::::::::::::::::: ## Distribution functions -TODO +In R, all the statistical distributions has functions to access to: -... +- density, +- cumulative distribution function, +- quantile function, and +- random variate generation. + +:::::::::::: spoiler + +### Functions for the Normal distribution + +If you needed it, read in detail about the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), each of its definitions and identify in which part of a distribution they are located! + +![The four probability functions for the normal distribution ([Jack Weiss, 2012](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc))](fig/fig5a-normaldistribution.png) + +:::::::::::::::::::: + +If you look at `?stats::Distributions`, each type of distribution has a unique set functions. However, `{epiparameter}` allows gives you one same set of four functions to access to each of the values above for any `` object you want! + +```{r,eval=FALSE} +# plot this to have a visual reference +plot(covid_serialint, day_range = 0:20) +``` + +```{r} +# the density value at quantile value of 10 (days) +density(covid_serialint, at = 10) + +# the cumulative probability at quantile value of 10 (days) +cdf(covid_serialint, q = 10) + +# the quantile value (day) at a cumulative probability of 60% +quantile(covid_serialint, p = 0.6) + +# generate 10 random values (days) given the distribution family and its parameters +generate(covid_serialint, times = 10) +``` + +::::::::: instructor + +Access to the reference documentation (Help files) for these functions is accessible with the three double-colon notation: `epiparameter:::` + +```{r} +?epiparameter:::density.epidist() +?epiparameter:::cdf.epidist() +?epiparameter:::quantile.epidist() +?epiparameter:::generate.epidist() +``` + +:::::::::::::::::: ::::::::::::::::::::::::::::::::: challenge -### 99% of serial interval? +### 99th percentile of the serial interval? When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 99% of symptom onset to occur? ::::::::::::::::: hint -```{r} -# the probability density function and -# the cumulative distribution function of the distribution -plot(covid_lnorm,day_range = 0:20) -# the density value at quantile value of 10 -stats::density(covid_lnorm,at = 10) -# the cumulative probability at quantile value of 10 -epiparameter::cdf(covid_lnorm,q = 10) -# the quantile value at a cumulative probability of 50% -stats::quantile(covid_lnorm,p = 0.5) -# generate 10 random values given the distribution family and its parameters -epiparameter::generate(covid_lnorm,times = 10) -``` +In Figure 5 from the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), the shadowed section represents a cumulative probability of `0.997` for the quantile value at `x = 2`. :::::::::::::::::::::: ::::::::::::::::: solution ```{r} -stats::quantile(covid_lnorm,p = 0.99) +quantile(covid_serialint, p = 0.99) ``` The 99% percent of the symptom onset of secondary cases will happen after 14.99 days after the symptom onset of primary cases. +_Does this result make sense or is expected?_ + :::::::::::::::::::::::::: @@ -432,25 +523,25 @@ The 99% percent of the symptom onset of secondary cases will happen after 14.99 We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). -One way to do this is getting the quantile value for the the 99th percentile or `0.99` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `epidist` object. +One way to do this is getting the quantile value for the the 99th percentile or `0.99` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `` object. -We can use the set of [distribution functions](https://epiverse-trace.github.io/epiparameter/articles/epiparameter.html#distribution-functions) for a continuous distribution. However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `epidist` object. +We can use the set of [distribution functions](https://epiverse-trace.github.io/epiparameter/articles/epiparameter.html#distribution-functions) for a continuous distribution. However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `` object. -The epidemiological parameter stored in `covid_lnorm` is a **continuous** distribution. Here we plot its *Probability Density Function (PDF)*: +The epidemiological parameter stored in `covid_serialint` is a **continuous** distribution. Here we plot its *Probability Density Function (PDF)*: ```{r} -plot(covid_lnorm) +plot(covid_serialint) ``` When we `epiparameter::discretise()` the continuous distribution we get a **discrete** distribution: ```{r} -covid_lnorm_discrete <- epiparameter::discretise(covid_lnorm) +covid_serialint_discrete <- epiparameter::discretise(covid_serialint) -covid_lnorm_discrete +covid_serialint_discrete ``` -We identify this change in the `Distribution:` output line of the `epidist` object. Take a double check to this line: +We identify this change in the `Distribution:` output line of the `` object. Take a double check to this line: ``` Distribution: discrete lnorm @@ -459,35 +550,35 @@ Distribution: discrete lnorm For a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: ```{r} -plot(covid_lnorm_discrete) +plot(covid_serialint_discrete) ``` To finally get a `max` value let's access to the quantile value of the 99th percentile or `0.99` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. ```{r} -covid_lnorm_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.99) +covid_serialint_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.99) ``` ::::::::::::::::::::::::::::::::: challenge -### 99% of incubation period +### 99th percentile of the incubation period Within what time frame do 99% of individuals who develop symptoms exhibit them after infection? ::::::::::::::::: hint ```{r} -plot(covid_lnorm_discrete,day_range = 0:20) +plot(covid_serialint_discrete,day_range = 0:20) # generate random values -covid_lnorm_discrete$prob_dist$r(1000) +covid_serialint_discrete$prob_dist$r(1000) # in what quantile we have the 99.9% cumulative probability? -covid_lnorm_discrete$prob_dist$q(0.99) -# covid_lnorm_discrete$prob_dist$qf(0.99) # as in continuous distribution? -x_limit <- covid_lnorm_discrete$prob_dist$q(0.99) +covid_serialint_discrete$prob_dist$q(0.99) +# covid_serialint_discrete$prob_dist$qf(0.99) # as in continuous distribution? +x_limit <- covid_serialint_discrete$prob_dist$q(0.99) # generate quantile values as a sequence for each natural number si_discrete_x <- seq(1L, to = x_limit, by = 1L) # calculate the values for each quantiles in the density function -si_discrete_y <- covid_lnorm_discrete$prob_dist$d(si_discrete_x) +si_discrete_y <- covid_serialint_discrete$prob_dist$d(si_discrete_x) tibble( quantile_values = si_discrete_x, @@ -527,9 +618,9 @@ Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! ```{r} generation_time_epiparam <- dist_spec( - mean = covid_lnorm$summary_stats$mean, - sd = covid_lnorm$summary_stats$sd, - max = covid_lnorm_discrete_max, + mean = covid_serialint$summary_stats$mean, + sd = covid_serialint$summary_stats$sd, + max = covid_serialint_discrete_max, distribution = "lognormal" ) @@ -579,7 +670,7 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) -![Parameter estimates. Plausible ranges for the key parameters R0 and θ (see main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) +![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) ::::::::::::::::::::::::::::::::: challenge @@ -675,7 +766,7 @@ covid_incubation covid_incubation$summary_stats$mean covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -covid_incubation_discrete_max <- covid_lnorm_discrete$prob_dist$q(p = 0.999) +covid_incubation_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.999) incubation_time_epiparam <- dist_spec( mean = covid_incubation$summary_stats$mean, @@ -793,7 +884,7 @@ The three examples above represent transmission parameters. An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. ```{r} -covid_lnorm$method_assess +covid_serialint$method_assess ``` From 958ede26cbc6b08fdf8740e790f6cf9a27901809 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 03:19:25 +0000 Subject: [PATCH 070/206] add normal distribution figure --- episodes/fig/fig5a-normaldistribution.png | Bin 0 -> 111729 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 episodes/fig/fig5a-normaldistribution.png diff --git a/episodes/fig/fig5a-normaldistribution.png b/episodes/fig/fig5a-normaldistribution.png new file mode 100644 index 0000000000000000000000000000000000000000..c6bcbb8608b3f701d52d8a04b07f441624542cc6 GIT binary patch literal 111729 zcmd4YV{j$m+c5Yf6UMFn{h@z-h5nWmgZ+v569fbVRzh4@0R#lh7X$><>O17undHy)y{`kfgP?@c z_piLproTo=fqG27uqzlG@fp)Bg{Vn4?AC;a9lI4;6t?#7fKq#(q;1w7C=q^?`=_p-_ 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For this we need to access to the set of distribution functions for our `` object. +One way to do this is getting the quantile value for the the 99.9th percentile or `0.999` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `` object. -We can use the set of [distribution functions](https://epiverse-trace.github.io/epiparameter/articles/epiparameter.html#distribution-functions) for a continuous distribution. However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `` object. +We can use the set of distribution functions for a _continuous_ distribution (as above). However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `` object. -The epidemiological parameter stored in `covid_serialint` is a **continuous** distribution. Here we plot its *Probability Density Function (PDF)*: - -```{r} -plot(covid_serialint) -``` - -When we `epiparameter::discretise()` the continuous distribution we get a **discrete** distribution: +When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: ```{r} covid_serialint_discrete <- epiparameter::discretise(covid_serialint) @@ -547,48 +541,71 @@ We identify this change in the `Distribution:` output line of the `` ob Distribution: discrete lnorm ``` +For a **continuous** distribution, we plot the *Probability Density Function (PDF)*: + +```{r,eval=FALSE} +plot(covid_serialint) +``` + For a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: ```{r} plot(covid_serialint_discrete) ``` -To finally get a `max` value let's access to the quantile value of the 99th percentile or `0.99` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. +To finally get a `max` value let's access to the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. ```{r} -covid_serialint_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.99) +covid_serialint_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.999) ``` ::::::::::::::::::::::::::::::::: challenge -### 99th percentile of the incubation period +### 99th percentile of the incubation period of COVID-19 -Within what time frame do 99% of individuals who develop symptoms exhibit them after infection? +Within what time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? ::::::::::::::::: hint -```{r} -plot(covid_serialint_discrete,day_range = 0:20) +First, we are asking about a different distribution delay: incubation period + +Probability function for `` **discrete** distributions differ from the *continuous* ones! + +```{r,eval=FALSE} +# plot to have a visual reference +plot(covid_serialint_discrete, day_range = 0:20) + +# density value at quantile value 10 (day) +covid_serialint_discrete$prob_dist$d(10) + +# cumulative probability at quantile value 10 (day) +covid_serialint_discrete$prob_dist$cdf(10) + +# in what quantile value (days) we have the 60% cumulative probability? +covid_serialint_discrete$prob_dist$q(0.6) +# covid_serialint_discrete$prob_dist$qf(0.6) # as in continuous distribution + # generate random values -covid_serialint_discrete$prob_dist$r(1000) -# in what quantile we have the 99.9% cumulative probability? -covid_serialint_discrete$prob_dist$q(0.99) -# covid_serialint_discrete$prob_dist$qf(0.99) # as in continuous distribution? -x_limit <- covid_serialint_discrete$prob_dist$q(0.99) -# generate quantile values as a sequence for each natural number -si_discrete_x <- seq(1L, to = x_limit, by = 1L) -# calculate the values for each quantiles in the density function -si_discrete_y <- covid_serialint_discrete$prob_dist$d(si_discrete_x) +covid_serialint_discrete$prob_dist$r(10) + +# create a discrete distribution visualization +x_limit <- covid_serialint_discrete$prob_dist$q(0.999) tibble( - quantile_values = si_discrete_x, - density_values = si_discrete_y -) %>% - ggplot(aes(quantile_values,density_values)) + + # generate quantile values as a sequence for each natural number + quantile_values = seq(1L, to = x_limit, by = 1L) +) %>% + mutate( + # calculate the values for each quantiles in the density function + density_values = covid_serialint_discrete$prob_dist$d(quantile_values) + ) %>% + ggplot(aes( + x = quantile_values, + y = density_values) + ) + geom_col() ``` - :::::::::::::::::::::: ::::::::::::::::: solution @@ -606,13 +623,17 @@ covid_incubation_discrete <- epiparameter::discretise(covid_incubation) covid_incubation_discrete$prob_dist$q(0.99) ``` -99% of those who develop symptoms will do so within 16 days of infection. +99% of those who develop COVID-19 symptoms will do so within 16 days of infection. + +_Dive into the structure of this new `` R object for discrete distributions!_ :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: +## Plug-in `{epiparameter}` to `{EpiNow2}` + Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! ```{r} From 14d0ed1e54ae253a7e30cac10ddfc045d533a3c4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 04:03:11 +0000 Subject: [PATCH 072/206] relevel titles to isolate content index --- episodes/read-delays.Rmd | 39 ++++++++++++++++++++++++++------------- 1 file changed, 26 insertions(+), 13 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 440642c7..7fa598a0 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -73,7 +73,7 @@ library(tidyverse) ``` -## Find a generation time +## Find a Generation time The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. @@ -648,6 +648,14 @@ generation_time_epiparam <- generation_time_epiparam ``` +:::::::::: callout + +### Warning + +Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates. Even more in diseases with reported pre-symptomatic transmission! + +:::::::::::::::::: + Now, let's replace the `generation_time` input that we used for `EpiNow2::epinow()`. ```{r} @@ -682,7 +690,7 @@ epidist_db(disease = "influenza") %>% # if not, find serial interval and use it as serial interval ``` -## Find the incubation period +## Add the Incubation period What it is? With which other is related? @@ -819,7 +827,7 @@ base::plot(epinow_estimates) ``` -## formative +### formative ```{r} # formative, now with ebola ----------------------------------------------- @@ -834,7 +842,7 @@ Potential biases like - censoring bias (short periods) - reporting bias (recent contacts) -## Find the reporting delay +## Add the Reporting delays What it is? With which other is related? @@ -847,8 +855,12 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) +### Convert from statistical summaries to distribution parameters + +https://github.com/epiverse-trace/epiparameter/issues/114 -## any epiparameter? + +### any epiparameter? ```{r} epidist_db(disease = "all") %>% list_distributions() %>% @@ -856,7 +868,7 @@ epidist_db(disease = "all") %>% list_distributions() %>% distinct(epi_distribution) ``` -## replace in epinow2 +### replace in epinow2 ```{r} reporting_delay <- dist_spec( @@ -883,7 +895,7 @@ epinow_estimates <- epinow( ) ``` -## formative +### formative ```{r} ### 3 add reporting delay -------- @@ -900,6 +912,12 @@ The three examples above represent transmission parameters. - Duration of hospitalization (bed capacity needed) +### explore + +```{r} + +``` + ## From our data! (callout) An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. @@ -908,7 +926,6 @@ An interesting example is the `method_assess` nested entry, which refers to the covid_serialint$method_assess ``` - Fit a parametric distribution to estimate the mean and sd estimate serial interval from case and contact data pairs @@ -919,11 +936,7 @@ ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html Recall that "Methods for accurate estimation of the generation interval from contact tracing data involve adjusting for right truncation and accounting for population susceptibility at the times transmission pairs are observed" [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) -## Convert from statistical summaries to distribution parameters - -https://github.com/epiverse-trace/epiparameter/issues/114 - -## concept map +## Concept map update it from last epiparameter test From 70710365bb201f8d61b7ba4ca0279e50ff5e0b58 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 05:08:52 +0000 Subject: [PATCH 073/206] add formative assessment + block all epinow2 --- episodes/read-delays.Rmd | 164 +++++++++++++++++++++++++++++++++------ 1 file changed, 139 insertions(+), 25 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 7fa598a0..687e2271 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -637,7 +637,7 @@ _Dive into the structure of this new `` R object for discrete distribut Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! ```{r} -generation_time_epiparam <- +serial_interval_covid <- dist_spec( mean = covid_serialint$summary_stats$mean, sd = covid_serialint$summary_stats$sd, @@ -645,7 +645,7 @@ generation_time_epiparam <- distribution = "lognormal" ) -generation_time_epiparam +serial_interval_covid ``` :::::::::: callout @@ -658,12 +658,12 @@ Using the serial interval instead of the generation time is an alternative that Now, let's replace the `generation_time` input that we used for `EpiNow2::epinow()`. -```{r} +```{r,eval=FALSE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], # delays - generation_time = generation_time_opts(generation_time_epiparam), + generation_time = generation_time_opts(serial_interval_covid), # computation stan = stan_opts( cores = 4, samples = 1000, chains = 3, @@ -674,22 +674,76 @@ epinow_estimates <- epinow( base::plot(epinow_estimates) ``` -### formative +::::::::::::::::::::::::::::::::: challenge + +### EBOLA + +Download the [Ebola dataset](data/ebola_cases.csv): + +- Reuse one epidemiological parameter to estimate the effective reproductive number for the Ebola dataset. ```{r} -# what parameters are are available for influenza? -epidist_db(disease = "influenza") %>% - list_distributions() %>% - as_tibble() %>% - count(epi_distribution) +ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") ``` +::::::::::::::::: hint + +Key functions we applied until now: + +- `epidist_db` +- `list_distributions` +- `discretise` +- probability functions + +Review the type of distribution of the parameter you choose. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,message=FALSE,warning=FALSE,eval=FALSE} +# read data +ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") + +# list distributions +epidist_db(disease = "ebola") %>% + list_distributions() + +# subset one distribution +ebola_serial <- epidist_db(disease = "ebola", epi_dist = "serial", single_epidist = T) + +ebola_serial_discrete <- discretise(ebola_serial) + +serial_interval_ebola <- + dist_spec( + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = ebola_serial_discrete$prob_dist$q(p = 0.999), + distribution = "gamma" + ) + +epinow_estimates <- epinow( + # cases + reported_cases = ebola_confirmed, + # distribution + generation_time = generation_time_opts(serial_interval_ebola), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) -```{r} -# generation time for ebola -# if not, find serial interval and use it as serial interval ``` +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + + ## Add the Incubation period What it is? @@ -701,7 +755,6 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) - ::::::::::::::::::::::::::::::::: challenge ### WHAT TYPE OF TRANSMISSION? @@ -753,6 +806,8 @@ epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_sta +### example + ```{r} incubation_period <- dist_spec( mean = 4, sd = 2, @@ -760,7 +815,7 @@ incubation_period <- dist_spec( ) ``` -```{r,message=FALSE,warning=FALSE,cache=TRUE} +```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], @@ -776,7 +831,7 @@ epinow_estimates <- epinow( ``` -```{r} +```{r,eval=FALSE} ### 2 include incubation time ------ epiparameter::epidist_db( @@ -808,7 +863,7 @@ epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], # generation time - generation_time = generation_time_opts(generation_time_epiparam), + generation_time = generation_time_opts(serial_interval_covid), # delays delays = delay_opts(incubation_time_epiparam), # computation @@ -827,8 +882,68 @@ base::plot(epinow_estimates) ``` +## Extract parameters + +https://github.com/epiverse-trace/epiparameter/issues/114 + + ### formative +```{r,eval=FALSE} +# what parameters are are available for influenza? +epidist_db(disease = "influenza") %>% + list_distributions() %>% + as_tibble() %>% + count(epi_distribution) + +influenza_generation <- epidist_db(disease = "influenza",epi_dist = "generation") + +influenza_generation_discrete <- discretise(influenza_generation) + +influenza_generation$summary_stats$median +influenza_generation$summary_stats$quantiles + +# question: is dispersion valid for quantiles? +# convert_summary_stats_to_params( +# distribution = "lnorm", +# median = influenza_generation$summary_stats$median, +# quantiles = influenza_generation$summary_stats$quantiles) + +influenza_extracted <- extract_param( + type = "percentiles", + values = c(influenza_generation$summary_stats$quantiles[1], + influenza_generation$summary_stats$quantiles[2]), + distribution = "lnorm", + percentiles = c(0.05,0.95) +) + +generation_time_influenza <- + dist_spec( + mean = influenza_extracted[1], + sd = influenza_extracted[2], + max = influenza_generation_discrete$prob_dist$q(p = 0.999), + distribution = "lognormal" + ) + +influenza_cleaned <- outbreaks::influenza_england_1978_school %>% + select(date,confirm = in_bed) + +epinow_estimates <- epinow( + # cases + reported_cases = influenza_cleaned, + # distribution + generation_time = generation_time_opts(generation_time_influenza), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) +``` + + ```{r} # formative, now with ebola ----------------------------------------------- @@ -837,7 +952,7 @@ base::plot(epinow_estimates) ``` -Potential biases like +However, this still propagates potential biases like - censoring bias (short periods) - reporting bias (recent contacts) @@ -855,11 +970,6 @@ The natural history of a disease influence the transmission dynamics. For `{EpiN ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) -### Convert from statistical summaries to distribution parameters - -https://github.com/epiverse-trace/epiparameter/issues/114 - - ### any epiparameter? ```{r} @@ -878,7 +988,9 @@ reporting_delay <- dist_spec( ) ``` -```{r,message=FALSE,warning=FALSE,cache=TRUE} +### epinow2 + +```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], @@ -915,7 +1027,7 @@ The three examples above represent transmission parameters. ### explore ```{r} - +# from data set ``` ## From our data! (callout) @@ -936,9 +1048,11 @@ ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html Recall that "Methods for accurate estimation of the generation interval from contact tracing data involve adjusting for right truncation and accounting for population susceptibility at the times transmission pairs are observed" [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) + ::::::::::::::::::::::::::::::::::::: keypoints From 8750f815f337cd42e3df402650caf6d7bdc7e706 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 05:34:57 +0000 Subject: [PATCH 074/206] write the structure of content --- episodes/read-delays.Rmd | 121 +++++++++++++++++++++------------------ 1 file changed, 64 insertions(+), 57 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 687e2271..a6631ac2 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -746,24 +746,32 @@ plot(epinow_estimates) ## Add the Incubation period -What it is? -With which other is related? +For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation). -The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation): +The lengths of the Serial interval and Incubation period determine the type of transmission of a disease. ![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) +The proportion of pre-symptomatic transmission contributes to the effective reproductive number and expected new cases to have. + ![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) ::::::::::::::::::::::::::::::::: challenge ### WHAT TYPE OF TRANSMISSION? -... +Compare the serial interval and incubation period of Influenza and MERS: + +- What type of transmission have Influenza? +- What type of transmission have MERS? +- Does these results correlates with the available evidence? ::::::::::::::::: hint -... +Key functions: + +- `epidist_db()` +- `epidist$summary_stats$` :::::::::::::::::::::: @@ -779,7 +787,7 @@ epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = T)$summary_ epidist_db(disease = "mers",epi_dist = "serial",single_epidist = T)$summary_stats$mean ``` -```{r} +```{r,eval=FALSE} # pre-symptomatic transmission epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = T)$summary_stats$mean epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = T)$summary_stats$mean @@ -806,22 +814,25 @@ epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_sta -### example +::::::::::::::::::::::::::::::::: challenge -```{r} -incubation_period <- dist_spec( - mean = 4, sd = 2, - max = 20, distribution = "gamma" -) -``` +### Reuse an Incubation period for COVID-19 -```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} +Use `{epiparameter}` to: + +- Find and incubation period for COVID-19 +- Add to our last `epinow()` code chunk the `incubation_time_covid` in the `delays` argument. + +::::::::::::::::: hint + +```r epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], + # generation time + generation_time = generation_time_opts(serial_interval_covid), # delays - generation_time = generation_time_opts(generation_time), - delays = delay_opts(incubation_period), + delays = delay_opts(incubation_time_covid), # computation stan = stan_opts( cores = 4, samples = 1000, chains = 3, @@ -830,15 +841,11 @@ epinow_estimates <- epinow( ) ``` +:::::::::::::::::::::: -```{r,eval=FALSE} -### 2 include incubation time ------ - -epiparameter::epidist_db( - disease = "covid", - epi_dist = "incubation") %>% - epiparameter::list_distributions() +::::::::::::::::: solution +```{r,eval=FALSE} covid_incubation <- epiparameter::epidist_db( disease = "covid", epi_dist = "incubation", @@ -848,14 +855,12 @@ covid_incubation <- epiparameter::epidist_db( covid_incubation -covid_incubation$summary_stats$mean covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -covid_incubation_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.999) -incubation_time_epiparam <- dist_spec( +incubation_time_covid <- dist_spec( mean = covid_incubation$summary_stats$mean, sd = covid_incubation$summary_stats$sd, - max = covid_incubation_discrete_max, + max = covid_serialint_discrete$prob_dist$q(p = 0.999), distribution = "lognormal" ) @@ -865,7 +870,7 @@ epinow_estimates <- epinow( # generation time generation_time = generation_time_opts(serial_interval_covid), # delays - delays = delay_opts(incubation_time_epiparam), + delays = delay_opts(incubation_time_covid), # computation stan = stan_opts( cores = 4, samples = 1000, chains = 3, @@ -874,17 +879,28 @@ epinow_estimates <- epinow( ) base::plot(epinow_estimates) +``` -# post calculation questions -# what have changed? -# - cases by date of infection -# - uncertainty +:::::::::::::::::::::::::: -``` + +::::::::::::::::::::::::::::::::::::::::::: + + +:::::::::::::: discussion + +### How much it changed? + +After adding the incubation period, discuss: + +- Does the retrospective trend of forecast changed? +- Does the uncertainty changed? + +:::::::::::::::::::::::::::: ## Extract parameters -https://github.com/epiverse-trace/epiparameter/issues/114 + ### formative @@ -943,6 +959,7 @@ epinow_estimates <- epinow( plot(epinow_estimates) ``` +### formative ```{r} # formative, now with ebola ----------------------------------------------- @@ -959,14 +976,11 @@ However, this still propagates potential biases like ## Add the Reporting delays -What it is? -With which other is related? - -Adjusting for delays +Estimating Rt requires data on the daily number of new infections (i.e., transmission events). Due to lags in the development of detectable viral loads, symptom onset, seeking care, and reporting, these numbers are not readily available. All observations reflect transmission events from some time in the past. In other words, if d is the delay from infection to observation, then observations at time t inform Rt−d, not Rt. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007) ![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) -The natural history of a disease influence the transmission dynamics. For `{EpiNow2}`, we can specify relevant delay distributions like the [reporting delay](../learners/reference.md#reportingdelay): +We can opt to adjust `{EpiNow2}` outputs by the [reporting delay](../learners/reference.md#reportingdelay) that condition the report of confirmed cases. ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) @@ -981,16 +995,18 @@ epidist_db(disease = "all") %>% list_distributions() %>% ### replace in epinow2 ```{r} + +``` + +### epinow2 + +```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} reporting_delay <- dist_spec( mean = convert_to_logmean(2, 1), sd = convert_to_logsd(2, 1), max = 10, distribution = "lognormal" ) -``` - -### epinow2 -```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], @@ -1007,27 +1023,18 @@ epinow_estimates <- epinow( ) ``` -### formative - -```{r} -### 3 add reporting delay -------- - -# now is your turn! -# after the ebola assessment - - -``` - ## Severity parameters The three examples above represent transmission parameters. -- Duration of hospitalization (bed capacity needed) +One example of severity parameter is the duration of hospitalization (bed capacity needed) ### explore ```{r} -# from data set +epidist_db(disease = "all") %>% list_distributions() %>% + as_tibble() %>% + distinct(epi_distribution) ``` ## From our data! (callout) @@ -1042,7 +1049,7 @@ Fit a parametric distribution to estimate the mean and sd estimate serial interval from case and contact data pairs -ref: https://www.reconlearn.org/post/real-time-response-2 + ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html From 7d18b4f946feb2f0721113bd30a610006cfa1779 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 19:05:27 +0000 Subject: [PATCH 075/206] move questions to section on from your data --- episodes/read-delays.Rmd | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index a6631ac2..af4dd3c0 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -10,12 +10,7 @@ editor_options: - how to obtain delay distributions from a literature systematic review? - what is the natural history of the disease? -- how long should contacts be followed? -- what is the required duration of contact tracing? -- how long should cases be isolated to reduce transmission? - - what are the epidemiological characteristics of the infection? -- what is the demographic distribution of cases? :::::::::::::::::::::::::::::::::::::::::::::::: @@ -1039,6 +1034,10 @@ epidist_db(disease = "all") %>% list_distributions() %>% ## From our data! (callout) +- how long should contacts be followed? +- what is the required duration of contact tracing? +- how long should cases be isolated to reduce transmission? + An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. ```{r} From 7c95333792d0b61c4e70676e732c205619575bdc Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 19:05:53 +0000 Subject: [PATCH 076/206] translate questions to cases --- episodes/describe-cases.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd index f56c99d6..63236b57 100644 --- a/episodes/describe-cases.Rmd +++ b/episodes/describe-cases.Rmd @@ -8,6 +8,7 @@ exercises: 2 - How do you visualize incidence cases? - How to get serial interval from case data? +- what is the demographic distribution of cases? :::::::::::::::::::::::::::::::::::::::::::::::: From 5171cd0b9c141cceac12d203af880d626c9c00b5 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 14 Dec 2023 19:06:59 +0000 Subject: [PATCH 077/206] update title --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index af4dd3c0..2090e545 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1,5 +1,5 @@ --- -title: 'Describe case data' +title: 'Read delays' teaching: 10 exercises: 2 editor_options: From 620b0509cf5d821c68c86fe7268fff43f08d91eb Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 16 Dec 2023 21:52:57 +0000 Subject: [PATCH 078/206] update questions and objectives add sections and package names --- episodes/describe-cases.Rmd | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd index 63236b57..8e9d1f7b 100644 --- a/episodes/describe-cases.Rmd +++ b/episodes/describe-cases.Rmd @@ -7,8 +7,8 @@ exercises: 2 :::::::::::::::::::::::::::::::::::::: questions - How do you visualize incidence cases? -- How to get serial interval from case data? -- what is the demographic distribution of cases? +- what is the growth rate of the epidemic? +- what is the person, place, time distribution of cases? :::::::::::::::::::::::::::::::::::::::::::::::: @@ -16,6 +16,7 @@ exercises: 2 - Create incidence curves - Estimate the growth rate from incidence curves +- Create quick descriptive and comparison tables :::::::::::::::::::::::::::::::::::::::::::::::: @@ -23,13 +24,23 @@ exercises: 2 This is a lesson created via The Carpentries Workbench. +## time + ## Exponential growth Within the renewal equation, the generation interval mechanistically links the reproductive number R to observables such as the epidemic growth rate r or the number of new infections per day [(Wallinga et al. 2006)](https://royalsocietypublishing.org/doi/10.1098/rspb.2006.3754) +## person + +## place + + + ::::::::::::::::::::::::::::::::::::: keypoints - Use `{incidence2}` +- Use `{i2extras}` +- Use `{compareGroups}` :::::::::::::::::::::::::::::::::::::::::::::::: From 434367322c227da8dcd994eb7f9eb409b7a3ad3e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 16 Dec 2023 21:53:19 +0000 Subject: [PATCH 079/206] add question on serial interval from data --- episodes/read-delays.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 2090e545..2b915b6e 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1034,6 +1034,7 @@ epidist_db(disease = "all") %>% list_distributions() %>% ## From our data! (callout) +- How to get serial interval from case data? - how long should contacts be followed? - what is the required duration of contact tracing? - how long should cases be isolated to reduce transmission? From 066f8398ab56b59adc512787a8a398991c514d07 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 16 Dec 2023 22:22:14 +0000 Subject: [PATCH 080/206] move read-cases file to separate branch new branch https://github.com/epiverse-trace/tutorials/tree/early-task-read --- episodes/read-cases.Rmd | 37 ------------------------------------- 1 file changed, 37 deletions(-) delete mode 100644 episodes/read-cases.Rmd diff --git a/episodes/read-cases.Rmd b/episodes/read-cases.Rmd deleted file mode 100644 index 23449314..00000000 --- a/episodes/read-cases.Rmd +++ /dev/null @@ -1,37 +0,0 @@ ---- -title: 'Read case data' -teaching: 10 -exercises: 2 ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- how many different data formats can I read? -- why should I have to validated a linelist? -- how to check for age and date variables? - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Explain how to use markdown with the new lesson template -- Demonstrate how to include pieces of code, figures, and nested challenge blocks - -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Introduction - -This is a lesson created via The Carpentries Workbench. - -# Section - -Bla - -::::::::::::::::::::::::::::::::::::: keypoints - -- Use `{readepi}` to read data using a consistent and unified interface. -- Use `{cleanepi}` to apply multiple cleaning steps in one function. -- Use `{linelist}` to validate and safeguard your data early in the pipeline. - -:::::::::::::::::::::::::::::::::::::::::::::::: - From 634680bc7d68fb91dbabcb337119912fdcb6c783 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 16 Dec 2023 22:23:08 +0000 Subject: [PATCH 081/206] move describe-cases to separate branch new branch https://github.com/epiverse-trace/tutorials/tree/early-task-describe --- episodes/describe-cases.Rmd | 46 ------------------------------------- 1 file changed, 46 deletions(-) delete mode 100644 episodes/describe-cases.Rmd diff --git a/episodes/describe-cases.Rmd b/episodes/describe-cases.Rmd deleted file mode 100644 index 8e9d1f7b..00000000 --- a/episodes/describe-cases.Rmd +++ /dev/null @@ -1,46 +0,0 @@ ---- -title: 'describe-cases' -teaching: 10 -exercises: 2 ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- How do you visualize incidence cases? -- what is the growth rate of the epidemic? -- what is the person, place, time distribution of cases? - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Create incidence curves -- Estimate the growth rate from incidence curves -- Create quick descriptive and comparison tables - -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Introduction - -This is a lesson created via The Carpentries Workbench. - -## time - -## Exponential growth - -Within the renewal equation, the generation interval mechanistically links the reproductive number R to observables such as the epidemic growth rate r or the number of new infections per day [(Wallinga et al. 2006)](https://royalsocietypublishing.org/doi/10.1098/rspb.2006.3754) - -## person - -## place - - - -::::::::::::::::::::::::::::::::::::: keypoints - -- Use `{incidence2}` -- Use `{i2extras}` -- Use `{compareGroups}` - -:::::::::::::::::::::::::::::::::::::::::::::::: - From f70b6348f68519b3e1c434c49dab384644b9980f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 16 Dec 2023 22:23:45 +0000 Subject: [PATCH 082/206] move create-report to separate branch new branch https://github.com/epiverse-trace/tutorials/tree/early-task-report --- episodes/create-report.Rmd | 28 ---------------------------- 1 file changed, 28 deletions(-) delete mode 100644 episodes/create-report.Rmd diff --git a/episodes/create-report.Rmd b/episodes/create-report.Rmd deleted file mode 100644 index 27e34662..00000000 --- a/episodes/create-report.Rmd +++ /dev/null @@ -1,28 +0,0 @@ ---- -title: 'create-report' -teaching: 10 -exercises: 2 ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- How to write a reproducible report with `{episoap}`? - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Create a reproducible situation report. - -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Introduction - -This is a lesson created via The Carpentries Workbench. - -::::::::::::::::::::::::::::::::::::: keypoints - -- Use `{episoap}` to - -:::::::::::::::::::::::::::::::::::::::::::::::: - From 785c52b8ece58933f12b99def773e1df812389a7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 17 Dec 2023 15:09:44 +0000 Subject: [PATCH 083/206] add chunk placeholder for reactive hexwall --- episodes/introduction.Rmd | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index e0ff5cf8..23dd35a7 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -167,6 +167,30 @@ Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. We ![](fig/pkgs-hexlogos.png) +```{r, results='asis', echo = FALSE, eval=FALSE} +# eval = TRUE +# turn on if maintainers manage to +# adapt css from main page to varnish +pkg_list <- c("readepi","cleanepi","linelist","epiparameter","episoap") + +# from https://github.com/epiverse-trace/epiverse-trace.github.io/blob/main/index.qmd + +pkg_path <- "https://raw.githubusercontent.com/epiverse-trace/epiverse-trace.github.io/main/_data/epiverse_pkgs.csv" +hexwall_path<- "https://raw.githubusercontent.com/epiverse-trace/epiverse-trace.github.io/main/_templates/hexwall_element.Rmd" + +file.path(pkg_path) |> + read.csv() |> + # dplyr::filter( + # magrittr::is_in(pkgname,pkg_list)) |> + as.list() |> + purrr::transpose() |> + purrr::map_chr(~ knitr::knit_expand( + file = hexwall_path, + pkgname = .x$pkgname, + description = .x$description)) |> + cat(sep = "\n") +``` + ## How can I start? Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. From b98964a0bcd8376a4959674ebbb59eb4d3481bfe Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 17 Dec 2023 15:36:31 +0000 Subject: [PATCH 084/206] rephrase questions, move one to other branch --- episodes/read-delays.Rmd | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 2b915b6e..d65fbad9 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -8,9 +8,8 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions -- how to obtain delay distributions from a literature systematic review? +- how to get delay distributions from a systematic review? - what is the natural history of the disease? -- what are the epidemiological characteristics of the infection? :::::::::::::::::::::::::::::::::::::::::::::::: From 10a1134dd6096a04b00b21c57b107130a5e1467e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sun, 17 Dec 2023 18:33:15 +0000 Subject: [PATCH 085/206] add rcompendium paths to data as suggested in #90 --- episodes/read-delays.Rmd | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index d65fbad9..ebf493da 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -676,8 +676,8 @@ Download the [Ebola dataset](data/ebola_cases.csv): - Reuse one epidemiological parameter to estimate the effective reproductive number for the Ebola dataset. -```{r} -ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +```{r,eval=FALSE} +ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") ``` ::::::::::::::::: hint @@ -695,9 +695,14 @@ Review the type of distribution of the parameter you choose. ::::::::::::::::: solution +```{r,eval=FALSE} +# read data from tutorial repository R project +ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +``` + ```{r,message=FALSE,warning=FALSE,eval=FALSE} # read data -ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") # list distributions epidist_db(disease = "ebola") %>% From f2f5aa5db554cb71840be0c6a60d7fd81c2e536f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Dec 2023 18:56:20 +0000 Subject: [PATCH 086/206] add idea callout to move from lollipop chart to distribution --- episodes/read-delays.Rmd | 27 ++++++++++++++++++++++----- 1 file changed, 22 insertions(+), 5 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index ebf493da..51acb28f 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -41,7 +41,7 @@ pak::pak("epiverse-trace/epiparameter") ## Systematic review of Parameters -The [natural history](../learners/reference.md#naturalhistory) of a infectious disease shows that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. +The [natural history](../learners/reference.md#naturalhistory) of an infectious disease shows that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. ![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) @@ -58,9 +58,9 @@ However, early in an epidemic, modelling efforts can be delayed by the lack of a -Let's explore how we can access to time periods and delays using `{epiparameter}` to plug them in to `{EpiNow2}`: +Let's explore how we can access to time periods and delays using `{epiparameter}` to plug them in to `{EpiNow2}`. We'll also use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: -```{r} +```{r,warning=FALSE,message=FALSE} library(epiparameter) library(EpiNow2) library(tidyverse) @@ -73,14 +73,31 @@ The generation time, jointly with the $R$, can inform about the speed of spread ![From the video by MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) -In calculating the effective reproductive number ($Rt$), the generation time distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. +In calculating the effective reproductive number ($Rt$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. This is because the date of onset of symptoms is more easily observed than the date of onset of infectiousness. However, this is valid for diseases in which infectiousness starts after symptom onset [(Chung Lau et al. 2021)](https://academic.oup.com/jid/article/224/10/1664/6356465). In cases where infectiousness starts before symptom onset serial intervals can be negative! This is the case of a pre-symptomatic transmission. -Even if the generation time and serial interval have the same mean, their variance usually differ propagating bias to the Rt estimation. Rt estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). +::::::::::::::::: callout + +### From time to probability distributions. + +When calculating the *generation time*, we see that not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. + +Equally, not all cases have the same probability to have a time period of equal duration. + + + + + + +For that reason, we refer to all time periods them in terms of their distribution parameters of location (like mean and percentiles) and spread + +::::::::::::::::::::::::: + +Also, even if the *generation time* and *serial interval* have the same mean, their variance usually differ propagating bias to the Rt estimation. Rt estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). From cbdd1499850627a9296d072d2d39b3cdf794b842 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Dec 2023 18:56:37 +0000 Subject: [PATCH 087/206] add one more figure on infectiousness --- learners/reference.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/learners/reference.md b/learners/reference.md index 18718283..72ab7ec4 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -68,6 +68,8 @@ The relationship between the incubation period and the [serial interval](#seria : Also known as Duration of infectiousness. Time period between the onset and end of infectious [viral shedding](#viralshedding). Viral load and detection of infectious virus are the two key parameters for estimating infectiousness ([Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w)). +![Kinetics of RNA viral loads and infectious virus for ancestral SARS-CoV-2 in patients with mild-to-moderate disease. From [Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w/figures/2)](fig/virus-load-rna-copies.png) + ![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) From 5c1a72dbb1009466c24abf77111ca593f0a02e6a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 18 Dec 2023 10:52:22 +0000 Subject: [PATCH 088/206] add figure tags to url links --- learners/reference.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/learners/reference.md b/learners/reference.md index 72ab7ec4..98da12fa 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -55,8 +55,8 @@ The generation time distribution is commonly estimated from data on the [serial [Incubation period]{#incubation} : The time between becoming infected and the onset of symptoms. [More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). -This can be different to the [latent period](#latent) as shown in Figure 4 from ([Xiang et al. (2021)](https://www.sciencedirect.com/science/article/pii/S2468042721000038)). -The relationship between the incubation period and the [serial interval](#serialinterval) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). +This can be different to the [latent period](#latent) as shown in Figure 4 from ([Xiang et al. (2021)](https://www.sciencedirect.com/science/article/pii/S2468042721000038#fig4)). +The relationship between the incubation period and the [serial interval](#serialinterval) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2). [Indirect transmission]{#indirect} : Indirectly transmitted infections are passed on to humans via contact with vectors, animals or contaminated environment. Vector-borne infections, zoonoses and water-borne infections are modelled as indirectly transmitted. @@ -79,8 +79,8 @@ The relationship between the incubation period and the [serial interval](#seria ## L [Latent period]{#latent} -: The time between becoming infected and the onset of infectiousness. [More information on the latent period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)). -This can be different to the [incubation period](#incubation) as shown in Figure 4 from ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) +: The time between becoming infected and the onset of infectiousness. +This can be different to the [incubation period](#incubation) as shown in Figure 4 from ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038#fig4)) ## M [Model parameters (ODEs)]{#parsode} @@ -120,7 +120,7 @@ This can be different to the [incubation period](#incubation) as shown in Figure : The time delay between the onset of symptoms between a primary case and a secondary case. This can be negative when pre-symptomatic infection occurs. Most commonly, the serial interval distribution of an infection is used to estimate the [generation time](#generationtime) distribution ([(Cori et al., 2017)](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext). +The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2). [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). From 2f6b175bb28b0c978611bb939f5d14f013ccf258 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Dec 2023 18:01:48 +0000 Subject: [PATCH 089/206] add reference on sampling and censoring bias to si --- learners/reference.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/learners/reference.md b/learners/reference.md index 98da12fa..fcbd4d1a 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -120,7 +120,7 @@ This can be different to the [incubation period](#incubation) as shown in Figure : The time delay between the onset of symptoms between a primary case and a secondary case. This can be negative when pre-symptomatic infection occurs. Most commonly, the serial interval distribution of an infection is used to estimate the [generation time](#generationtime) distribution ([(Cori et al., 2017)](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2). +The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). From 11c1fab4e88ecbb225fb14af2365add865b30f4c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Dec 2023 18:06:35 +0000 Subject: [PATCH 090/206] add distributions affected by censoring --- learners/reference.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/learners/reference.md b/learners/reference.md index fcbd4d1a..ff92955d 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -120,7 +120,7 @@ This can be different to the [incubation period](#incubation) as shown in Figure : The time delay between the onset of symptoms between a primary case and a secondary case. This can be negative when pre-symptomatic infection occurs. Most commonly, the serial interval distribution of an infection is used to estimate the [generation time](#generationtime) distribution ([(Cori et al., 2017)](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). +The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval, also applied to the [infectious period](#infectiousness) and [generation time](#generationtime) estimation ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). 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Posterior probability $\propto$ likelihood $\times$ prior probability -

- -:::::::::::::::::::::::::::::::::::::::::::::::: - - -The first step is to load the `{EpiNow2}` package : - -```{r, eval = FALSE} -library(EpiNow2) -``` - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -This tutorial illustrates the usage of `epinow()` to estimate the time-varying reproduction number and infection times. Learners should understand the necessary inputs to the model and the limitations of the model output. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - - -## Delay distributions and case data -### Case data - -To illustrate the functions of `EpiNow2` we will use outbreak data of the start of the COVID-19 pandemic from the United Kingdom. The data are available in the R package `{incidence2}`. - -```{r} -head(incidence2::covidregionaldataUK) -``` - -To use the data, we must format the data to have two columns: - -+ `date` : the date (as a date object see `?is.Date()`), -+ `confirm` : number of confirmed cases on that date. - -```{r} -cases <- aggregate( - cases_new ~ date, - data = incidence2::covidregionaldataUK[, c("date", "cases_new")], - FUN = sum -) -colnames(cases) <- c("date", "confirm") -``` - - -There are case data available for `r dim(cases)[1]` days, but in an outbreak situation it is likely we would only have access to the beginning of this data set. Therefore we assume we only have the first 90 days of this data. - -```{r echo = FALSE} -ggplot(cases[1:90, ], aes(x = date, y = confirm)) + - geom_col() + - theme_grey( - base_size = 15 - ) -``` - - - -### Delay distributions -We assume there are delays from the time of infection until the time a case is reported. We specify these delays as distributions to account for the uncertainty in individual level differences. The delay can consist of multiple types of delays/processes. A typical delay from time of infection to case reporting may consist of : - -

**time from infection to symptom onset** (the [incubation period](../learners/reference.md#incubation)) + **time from symptom onset to case notification** (the reporting time) -.

- -The delay distribution for each of these processes can either estimated from data or obtained from the literature. We can express uncertainty about what the correct parameters of the distributions by assuming the distributions have **fixed** parameters or whether they have **variable** parameters. To understand the difference between **fixed** and **variable** distributions, let's consider the incubation period. - -::::::::::::::::::::::::::::::::::::: callout -### Delays and data -The number of delays and type of delay is a flexible input that depends on the data. The examples below highlight how the delays can be specified for different data sources: - -
- -| Data source | Delay(s) | -| ------------- |-------------| -|Time of case report |Incubation period + time from symptom onset to case notification | -|Time of hospitalisation |Incubation period + time from symptom onset to hospitalisation | -|Time of symptom onset |Incubation period | - -
- - -:::::::::::::::::::::::::::::::::::::::::::::::: - - - -#### Incubation period distribution - -The distribution of incubation period can usually be obtained from the literature. The package `{epiparameter}` contains a library of epidemiological parameters for different diseases obtained from the literature. - -We specify a (fixed) gamma distribution with mean $\mu = 4$ and standard deviation $\sigma^2= 2$ (shape = $4$, scale = $1$) using the function `dist_spec()` as follows: - -```{r} -incubation_period_fixed <- dist_spec( - mean = 4, sd = 2, - max = 20, distribution = "gamma" -) -incubation_period_fixed -``` - -The argument `max` is the maximum value the distribution can take, in this example 20 days. - -::::::::::::::::::::::::::::::::::::: callout -### Why a gamma distrubution? - -The incubation period has to be positive in value. Therefore we must specific a distribution in `dist_spec` which is for positive values only. - -`dist_spec()` supports log normal and gamma distributions, which are distributions for positive values only. - -For all types of delay, we will need to use distributions for positive values only - we don't want to include delays of negative days in our analysis! - -:::::::::::::::::::::::::::::::::::::::::::::::: - - - -#### Including distribution uncertainty - -To specify a **variable** distribution, we include uncertainty around the mean $\mu$ and standard deviation $\sigma^2$ of our gamma distribution. If our incubation period distribution has a mean $\mu$ and standard deviation $\sigma^2$, then we assume the mean ($\mu$) follows a Normal distribution with standard deviation $\sigma_{\mu}^2$: - -$$\mbox{Normal}(\mu,\sigma_{\mu}^2)$$ - -and a standard deviation ($\sigma^2$) follows a Normal distribution with standard deviation $\sigma_{\sigma^2}^2$: - -$$\mbox{Normal}(\sigma^2,\sigma_{\sigma^2}^2).$$ - -We specify this using `dist_spec` with the additional arguments `mean_sd` ($\sigma_{\mu}^2$) and `sd_sd` ($\sigma_{\sigma^2}^2$). - -```{r} -incubation_period_variable <- dist_spec( - mean = 4, sd = 2, - mean_sd = 0.5, sd_sd = 0.5, - max = 20, distribution = "gamma" -) -incubation_period_variable -``` - - - -#### Reporting delays - -After the incubation period, there will be an additional delay of time from symptom onset to case notification: the reporting delay. We can specify this as a fixed or variable distribution, or estimate a distribution from data. - -When specifying a distribution, it is useful to visualise the probability density to see the peak and spread of the distribution, in this case we will use a log normal distribution. We can use the functions `convert_to_logmean()` and `convert_to_logsd()` to convert the mean and standard deviation of a normal distribution to that of a log normal distribution. - -If we want to assume that the mean reporting delay is 2 days (with a standard deviation of 1 day), the log normal distribution will look like: - -```{r} -log_mean <- convert_to_logmean(2, 1) -log_sd <- convert_to_logsd(2, 1) -x <- seq(from = 0, to = 10, length = 1000) -df <- data.frame(x = x, density = dlnorm(x, meanlog = log_mean, sdlog = log_sd)) -ggplot(df) + - geom_line( - aes(x, density) - ) + - theme_grey( - base_size = 15 - ) -``` - -Using the mean and standard deviation for the log normal distribution, we can specify a fixed or variable distribution using `dist_spec()` as before: - -```{r} -reporting_delay_variable <- dist_spec( - mean = log_mean, sd = log_sd, - mean_sd = 0.5, sd_sd = 0.5, - max = 10, distribution = "lognormal" -) -``` - -If data is available on the time between symptom onset and reporting, we can use the function `estimate_delay()` to estimate a log normal distribution from a vector of delays. The code below illustrates how to use `estimate_delay()` with synthetic delay data. - -```{r, eval = FALSE } -delay_data <- rlnorm(500, log(5), 1) # synthetic delay data -reporting_delay <- estimate_delay( - delay_data, - samples = 1000, - bootstraps = 10 -) -``` - - -#### Generation time - -We also must specify a distribution for the generation time. Here we will use a log normal distribution with mean 3.6 and standard deviation 3.1 ([Ganyani et al. 2020](https://doi.org/10.2807/1560-7917.ES.2020.25.17.2000257)). - - -```{r} -generation_time_variable <- dist_spec( - mean = 3.6, sd = 3.1, - mean_sd = 0.5, sd_sd = 0.5, - max = 20, distribution = "lognormal" -) -``` - - -## Finding estimates - -The function `epinow()` is a wrapper for the function `estimate_infections()` used to estimate cases by date of infection. The generation time distribution and delay distributions must be passed using the functions ` generation_time_opts()` and `delay_opts()` respectively. - -There are numerous other inputs that can be passed to `epinow()`, see `EpiNow2::?epinow()` for more detail. -One optional input is to specify a log normal prior for the effective reproduction number $R_t$ at the start of the outbreak. We specify a mean and standard deviation as arguments of `prior` within `rt_opts()`: - -```{r, eval = FALSE} -rt_log_mean <- convert_to_logmean(2, 1) -rt_log_sd <- convert_to_logsd(2, 1) -rt <- rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)) -``` - -::::::::::::::::::::::::::::::::::::: callout -### Bayesian inference using Stan - -The Bayesian inference is performed using MCMC methods with the program [Stan](https://mc-stan.org/). There are a number of default inputs to the Stan functions including the number of chains and number of samples per chain (see `?EpiNow2::stan_opts()`). - -To reduce computation time, we can run chains in parallel. To do this, we must set the number of cores to be used. By default, 4 MCMC chains are run (see `stan_opts()$chains`), so we can set an equal number of cores to be used in parallel as follows: - -```{r} -withr::local_options(list(mc.cores = 4)) -``` - -To find the maximum number of available cores on your machine, use `parallel::detectCores()`. - -:::::::::::::::::::::::::::::::::::::::::::::::: - -```{r, echo = FALSE} -rt_log_mean <- convert_to_logmean(2, 1) -rt_log_sd <- convert_to_logsd(2, 1) - -incubation_period_fixed <- dist_spec( - mean = 4, sd = 2, - max = 20, distribution = "gamma" -) - -log_mean <- convert_to_logmean(2, 1) -log_sd <- convert_to_logsd(2, 1) -reporting_delay_fixed <- dist_spec( - mean = log_mean, sd = log_sd, - max = 10, distribution = "lognormal" -) - -generation_time_fixed <- dist_spec( - mean = 3.6, sd = 3.1, - max = 20, distribution = "lognormal" -) -``` - -*Note : in the code below fixed distributions are used instead of variable. This is to speed up computation time. It is generally recommended to use variable distributions that account for additional uncertainty.* - -```{r, message = FALSE, eval = TRUE} -reported_cases <- cases[1:90, ] -estimates <- epinow( - reported_cases = reported_cases, - generation_time = generation_time_opts(generation_time_fixed), - delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), - rt = rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)) -) -``` - -### Results - -We can extract and visualise estimates of the effective reproduction number through time: - -```{r} -estimates$plots$R -``` - -The uncertainty in the estimates increases through time. This is because estimates are informed by data in the past - within the delay periods. This difference in uncertainty is categorised into **Estimate** (green) utilises all data and **Estimate based on partial data** (orange) estimates that are based on less data (because infections that happened at the time are more likely to not have been observed yet) and therefore have increasingly wider intervals towards the date of the last data point. Finally, the **Forecast** (purple) is a projection ahead of time. - -We can also visualise the growth rate estimate through time: -```{r} -estimates$plots$growth_rate -``` - -To extract a summary of the key transmission metrics at the *latest date* in the data: - -```{r} -summary(estimates) -``` - -As these estimates are based on partial data, they have a wide uncertainty interval. - -+ From the summary of our analysis we see that the expected change in daily cases is `r summary(estimates)$estimate[summary(estimates)$measure=="Expected change in daily cases"]` with the estimated new confirmed cases `r summary(estimates)$estimate[summary(estimates)$measure=="New confirmed cases by infection date"]`. - -+ The effective reproduction number $R_t$ estimate (on the last date of the data) is `r summary(estimates)$estimate[summary(estimates)$measure=="Effective reproduction no."]`. - -+ The exponential growth rate of case numbers is `r summary(estimates)$estimate[summary(estimates)$measure=="Rate of growth"]`. - -+ The doubling time (the time taken for case numbers to double) is `r summary(estimates)$estimate[summary(estimates)$measure=="Doubling/halving time (days)"]`. - -::::::::::::::::::::::::::::::::::::: callout -### `Expected change in daily cases` - -A factor describing expected change in daily cases based on the posterior probability that $R_t < 1$. - -
-| Probability ($p$) | Expected change | -| ------------- |-------------| -|$p < 0.05$ |Increasing | -|$0.05 \leq p< 0.4$ |Likely increasing | -|$0.4 \leq p< 0.6$ |Stable | -|$0.6 \leq p < 0.95$ |Likely decreasing | -|$0.95 \leq p \leq 1$ |Decreasing | -
- -:::::::::::::::::::::::::::::::::::::::::::::::: - - - - -## Quantify geographical heterogeneity - -The outbreak data of the start of the COVID-19 pandemic from the United Kingdom from the R package `{incidence2}` includes the region in which the cases were recorded. To find regional estimates of the effective reproduction number and cases, we must format the data to have three columns: - -+ `date` : the date, -+ `region` : the region, -+ `confirm` : number of confirmed cases for a region on a given date. - -```{r} -regional_cases <- - incidence2::covidregionaldataUK[, c("date", "cases_new", "region")] -colnames(regional_cases) <- c("date", "confirm", "region") - -# extract the first 90 dates for all regions -dates <- sort(unique(regional_cases$date))[1:90] -regional_cases <- regional_cases[which(regional_cases$date %in% dates), ] - -head(regional_cases) -``` - -To find regional estimates, we use the same inputs as `epinow()` to the function `regional_epinow()`: - -```{r, message = FALSE, eval = TRUE} -estimates_regional <- regional_epinow( - reported_cases = regional_cases, - generation_time = generation_time_opts(generation_time_fixed), - delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), - rt = rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)) -) - -estimates_regional$summary$summarised_results$table - -estimates_regional$summary$plots$R -``` - - -## Summary - -`EpiNow2` can be used to estimate transmission metrics from case data at the start of an outbreak. The reliability of these estimates depends on the quality of the data and appropriate choice of delay distributions. In the next tutorial we will learn how to make forecasts and investigate some of the additional inference options available in `EpiNow2`. - -::::::::::::::::::::::::::::::::::::: keypoints - -- Transmission metrics can be estimated from case data after accounting for delays -- Uncertainty can be accounted for in delay distributions - -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/simulating-transmission.Rmd b/episodes/simulating-transmission.Rmd deleted file mode 100644 index c0804502..00000000 --- a/episodes/simulating-transmission.Rmd +++ /dev/null @@ -1,555 +0,0 @@ ---- -title: 'Simulating transmission' -teaching: 45 # teaching time in minutes -exercises: 30 # exercise time in minutes ---- - -```{r setup, echo= FALSE, message = FALSE, warning = FALSE} -library(ggplot2) -library(dplyr) -library(tidyverse) -library(DiagrammeR) -library(webshot) -library(epidemics) -webshot::install_phantomjs(force = TRUE) -``` - - -:::::::::::::::::::::::::::::::::::::: questions - -- How do I simulate disease spread using a mathematical model? -- What inputs are needed for a model simulation? -- How do I account for uncertainty? - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Load an existing model structure from `{epidemics}` R package -- Load an existing social contact matrix with `{socialmixr}` -- Generate a disease spread model simulation with `{epidemics}` -- Generate multiple model simulations and visualise uncertainty - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites - -Learners should familiarise themselves with following concept dependencies before working through this tutorial: - -**Mathematical Modelling** : [Introduction to infectious disease models](https://doi.org/10.1038/s41592-020-0856-2), [state variables](../learners/reference.md#state), [model parameters](../learners/reference.md#parsode), [initial conditions](../learners/reference.md#initial), [ordinary differential equations](../learners/reference.md#ordinary). - -**Epidemic theory** : [Transmission](https://doi.org/10.1155/2011/267049), [Reproduction number](https://doi.org/10.3201/eid2501.171901). -::::::::::::::::::::::::::::::::: - - - -## Introduction - -Mathematical models are useful tools for generating future trajectories of disease spread. In this tutorial, we will use the R package `{epidemics}` to generate disease trajectories of an influenza strain with pandemic potential. By the end of this tutorial, you will be able to generate the trajectory below showing the number of infectious individuals in different age categories over time. - -```{r traj, echo = FALSE, message = FALSE, fig.width = 10, eval = TRUE} -# load contact and population data from socialmixr::polymod -polymod <- socialmixr::polymod -contact_data <- socialmixr::contact_matrix( - polymod, - countries = "United Kingdom", - age.limits = c(0, 20, 40), - symmetric = TRUE -) - -# prepare contact matrix -contact_matrix <- t(contact_data$matrix) - -# prepare the demography vector -demography_vector <- contact_data$demography$population -names(demography_vector) <- rownames(contact_matrix) - -# initial conditions: one in every 1 million is infected -initial_i <- 1e-6 -initial_conditions_inf <- c( - S = 1 - initial_i, E = 0, I = initial_i, R = 0, V = 0 -) - -initial_conditions_free <- c( - S = 1, E = 0, I = 0, R = 0, V = 0 -) - -# build for all age groups -initial_conditions <- rbind( - initial_conditions_inf, - initial_conditions_free, - initial_conditions_free -) -rownames(initial_conditions) <- rownames(contact_matrix) - -# prepare the population to model as affected by the epidemic -uk_population <- population( - name = "UK", - contact_matrix = contact_matrix, - demography_vector = demography_vector, - initial_conditions = initial_conditions -) - -# run an epidemic model using `epidemic()` -output_plot <- model_default_cpp( - population = uk_population, - transmissibility = 1.46 / 7.0, - infectiousness_rate = 1.0 / 3.0, - recovery_rate = 1.0 / 7.0, - time_end = 600, increment = 1.0 -) - -filter(output_plot, compartment %in% c("exposed", "infectious")) %>% - ggplot( - aes( - x = time, - y = value, - col = demography_group, - linetype = compartment - ) - ) + - geom_line( - linewidth = 1.2 - ) + - scale_y_continuous( - labels = scales::comma - ) + - scale_colour_brewer( - palette = "Dark2", - name = "Age group" - ) + - expand_limits( - y = c(0, 500e3) - ) + - coord_cartesian( - expand = FALSE - ) + - theme_bw( - base_size = 15 - ) + - theme( - legend.position = "top" - ) + - labs( - x = "Simulation time (days)", - linetype = "Compartment", - y = "Individuals" - ) -``` - - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -By the end of this tutorial, learners should be able to replicate the above image on their own computers. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - - -## Simulating disease spread - -To generate predictions of infectious disease trajectories, we must first select a mathematical model to use. -There is a library of models to choose from in `epidemics`. Models in `epidemics` are prefixed with `model` and suffixed by the name of infection (e.g. Ebola) or a different identifier (e.g. default), and whether the model has a R or [C++](../learners/reference.md#cplusplus) code base. - -In this tutorial, we will use the default model in `epidemics`, `model_default_cpp()` which is an age-structured SEIR model described by a system of [ordinary differential equations](../learners/reference.md#ordinary). For each age group $i$, individuals are classed as either susceptible $S$, infected but not yet infectious $E$, infectious $I$ or recovered $R$. The schematic below shows the processes which describe the flow of individuals between the disease states $S$, $E$, $I$ and $R$ and the key parameters for each process. - -```{r diagram, echo = FALSE, message = FALSE} -DiagrammeR::grViz("digraph { - - # graph statement - ################# - graph [layout = dot, - rankdir = LR, - overlap = true, - fontsize = 10] - - # nodes - ####### - node [shape = square, - fixedsize = true - width = 1.3] - - S - E - I - R - - # edges - ####### - S -> E [label = ' infection \n(transmissibility β)'] - E -> I [label = ' onset of infectiousness \n(infectiousness rate α)'] - I -> R [label = ' recovery \n(recovery rate γ)'] - -}") -``` - - -::::::::::::::::::::::::::::::::::::: callout -### Model parameters : rates - -In ODE models, model parameters are often (but not always) specified as rates. The rate at which an event occurs is the inverse of the average time until that event. For example, in the SEIR model, the recovery rate $\gamma$ is the inverse of the average infectious period. - -We can use knowledge of the natural history of the disease to inform our values of rates. If the average infectious period of an infection is 8 days, then the daily recovery rate is $\gamma = 1/8 = 0.125$. - - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -For each disease state ($S$, $E$, $I$ and $R$) and age group ($i$), we have an ordinary differential equation describing the rate of change with respect to time. - -$$ -\begin{aligned} -\frac{dS_i}{dt} & = - \beta S_i \sum_j C_{i,j} I_j \\ -\frac{dE_i}{dt} &= \beta S_i\sum_j C_{i,j} I_j - \alpha E_i \\ -\frac{dI_i}{dt} &= \alpha E_i - \gamma I_i \\ -\frac{dR_i}{dt} &=\gamma I_i \\ -\end{aligned} -$$ -Individuals in age group ($i$) move from the susceptible state ($S_i$) to the exposed state ($E_i$) via age group specific contact with the infectious individuals in their own and other age groups $\beta S_i \sum_j C_{i,j} I_j$. The contact matrix $C$ allows for heterogeneity in contacts between age groups. They then move to the infectious state at a rate $\alpha$ and recover at a rate $\gamma$. There is no loss of immunity (there are no flows out of the recovered state). - -The model parameters definitions are : - -- transmission rate or transmissibility $\beta$, -- [contact matrix](../learners/reference.md#contact) $C$ containing the frequency of contacts between age groups (a square $i \times j$ matrix), -- infectiousness rate $\alpha$ (preinfectious period ([latent period](../learners/reference.md#latent)) =$1/\alpha$), -- recovery rate $\gamma$ (infectious period = $1/\gamma$). - - -::::::::::::::::::::::::::::::::::::: callout -### Exposed, infected, infectious - -Confusion sometimes arises when referring to the terms 'exposed', 'infected' and 'infectious' in mathematical modelling. Infection occurs after a person has been exposed, but in modelling terms individuals that are 'exposed' are treated as already infected. - -We will use the following definitions for our state variables: - -+ $E$ = Exposed : infected **but not yet** infectious, -+ $I$ = Infectious: infected **and** infectious. -:::::::::::::::::::::::::::::::::::::::::::::::: - - -To generate trajectories using our model, we must prepare the following inputs : - -1. Contact matrix -2. Initial conditions -3. Population structure -4. Model parameters - -### 1. Contact matrix - -Contact matrices can be estimated from surveys or contact data, or synthetic ones can be used. We will use the R package `{socialmixr}` to load in a contact matrix estimated from POLYMOD survey data [(Mossong et al. 2008)](https://doi.org/10.1371/journal.pmed.0050074). - - -::::::::::::::::::::::::::::::::::::: challenge - -## Load contact and population data - -Using the R package `socialmixr`, run the following lines of R code to obtain the contact matrix for the United Kingdom for the year age bins: - -+ age between 0 and 20 years, -+ age between 20 and 40, -+ 40 years and over. - -```r -polymod <- socialmixr::polymod -contact_data <- socialmixr::contact_matrix( - survey = polymod, - countries = "United Kingdom", - age.limits = c(0, 20, 40), - symmetric = TRUE -) -# prepare contact matrix -contact_matrix <- t(contact_data$matrix) -contact_matrix -``` - -:::::::::::::::::::::::: solution - -## Output - -```{r polymod_uk, echo = FALSE, message = FALSE} -polymod <- socialmixr::polymod -contact_data <- socialmixr::contact_matrix( - polymod, - countries = "United Kingdom", - age.limits = c(0, 20, 40), - symmetric = TRUE -) -# prepare contact matrix -contact_matrix <- t(contact_data$matrix) -contact_matrix -``` - - -::::::::::::::::::::::::::::::::: -:::::::::::::::::::::::::::::::::::::::::::::::: - -The result is a square matrix with rows and columns for each age group. Contact matrices can be loaded from other sources, but they must be formatted as a matrix to be used in `epidemics`. - -::::::::::::::::::::::::::::::::::::: callout -### Why would a contact matrix be non-symmetric? - -One of the arguments of the function `contact_matrix()` is `symmetric=TRUE`. This means that the total number of contacts of age group 1 with age group 2, should be the same as the total number of contacts of age group 2 and age group 1 (see the `socialmixr` [vignette](https://cran.r-project.org/web/packages/socialmixr/vignettes/socialmixr.html) for more detail). However, when contact matrices are estimated from surveys or other sources, the *reported* number of contacts may differ by age group resulting in a non-symmetric contact matrix [(Prem et al 2021)](https://doi.org/10.1371/journal.pcbi.1009098). -:::::::::::::::::::::::::::::::::::::::::::::::: - - -### 2. Initial conditions - -The initial conditions are the proportion of individuals in each disease state $S$, $E$, $I$ and $R$ for each age group at time 0. In this example, we have three age groups age between 0 and 20 years, age between 20 and 40 years and over. Let's assume that in the youngest age category, one in a million individuals are infectious, and the remaining age categories are infection free. - -The initial conditions in the first age category are $S(0)=1-\frac{1}{1,000,000}$, $E(0) =0$, $I(0)=\frac{1}{1,000,000}$, $R(0)=0$. This is specified as a vector as follows: - -```{r initial_inf} -initial_i <- 1e-6 -initial_conditions_inf <- c( - S = 1 - initial_i, E = 0, I = initial_i, R = 0, V = 0 -) -``` - -For the age categories that are free from infection, the initial conditions are $S(0)=1$, $E(0) =0$, $I(0)=0$, $R(0)=0$. We specify this as follows, - -```{r initial_free} -initial_conditions_free <- c( - S = 1, E = 0, I = 0, R = 0, V = 0 -) -``` - -We combine the three initial conditions vectors into one matrix, - -```{r initial condtions} -# combine the initial conditions -initial_conditions <- rbind( - initial_conditions_inf, # age group 1 - initial_conditions_free, # age group 2 - initial_conditions_free # age group 3 -) - -# use contact matrix to assign age group names -rownames(initial_conditions) <- rownames(contact_matrix) -initial_conditions -``` - - - - -### 3. Population structure -The population object requires a vector containing the demographic structure of the population. The demographic vector must be a named vector containing the number of individuals in each age group of our given population. In this example, we can extract the demographic information from the `contact_data` object that we obtained using the `socialmixr` package. - -```{r demography} -demography_vector <- contact_data$demography$population -names(demography_vector) <- rownames(contact_matrix) -demography_vector -``` - -To create our population object, we call the function `population()` specifying a name, the contact matrix, the demography vector and the initial conditions. - -```{r population} -uk_population <- population( - name = "UK", - contact_matrix = contact_matrix, - demography_vector = demography_vector, - initial_conditions = initial_conditions -) -``` - - -### 4. Model parameters - -To run our model we need to specify the model parameters: - -- transmissibility $\beta$, -- infectiousness rate $\alpha$ (preinfectious period=$1/\alpha$), -- recovery rate $\gamma$ (infectious period=$1/\gamma$). - -In `epidemics`, we specify the model inputs as : - -- `transmissibility` = $R_0 \gamma$, -- `infectiousness_rate` = $\alpha$, -- `recovery_rate` = $\gamma$, - -We will simulate a strain of influenza with pandemic potential with $R_0=1.46$, a preinfectious period of 3 days and infectious period of 7 days. Therefore our inputs will be: - -- `transmissibility = 1.46 / 7.0`, -- `infectiousness_rate = 1.0 / 3.0`, -- `recovery_rate = 1.0 / 7.0`. - -::::::::::::::::::::::::::::::::::::: callout -### The basic reproduction number $R_0$ -The basic reproduction number, $R_0$, for the SEIR model is: - -$$ R_0 = \frac{\beta}{\gamma}.$$ - -Therefore, we can rewrite transmissibility $\beta$, as: - -$$ \beta = R_0 \gamma.$$ - - -:::::::::::::::::::::::::::::::::::::::::::::::: - - - - - -## Running the model - -::::::::::::::::::::::::::::::::::::: callout -### Running (solving) the model - -For models that are described by ODEs, running the model actually means to solve the system of ODEs. ODEs describe the rate of change in the disease states with respect to time, to find the number of individuals in each of these states, we use numerical integration methods to solve the equations. - -In `epidemics`, the [ODE solver](https://www.boost.org/doc/libs/1_82_0/libs/numeric/odeint/doc/html/index.htm) uses the [Runge-Kutta method](https://en.wikipedia.org/wiki/Runge%E2%80%93Kutta_methods). -:::::::::::::::::::::::::::::::::::::::::::::::: - -Now we are ready to run our model. Let's load the `epidemics` package : - -```{r loading} -library(epidemics) -``` - -Then we specify `time_end=600` to run the model for 600 days. -```{r run_model} -output <- model_default_cpp( - population = uk_population, - transmissibility = 1.46 / 7.0, - infectiousness_rate = 1.0 / 3.0, - recovery_rate = 1.0 / 7.0, - time_end = 600, increment = 1.0 -) -head(output) -``` - -*Note : This model also has the functionality to include vaccination and tracks the number of vaccinated individuals through time. Even though we have not specified any vaccination, there is still a vaccinated compartment in the output (containing no individuals). We will cover the use of vaccination in future tutorials.* - -Our model output consists of the number of individuals in each compartment in each age group through time. We can visualise the infectious individuals only (those in the $I$ class) through time. - -```{r visualise, fig.width = 10} -filter(output_plot, compartment %in% c("exposed", "infectious")) %>% - ggplot( - aes( - x = time, - y = value, - col = demography_group, - linetype = compartment - ) - ) + - geom_line( - linewidth = 1.2 - ) + - scale_y_continuous( - labels = scales::comma - ) + - scale_colour_brewer( - palette = "Dark2", - name = "Age group" - ) + - expand_limits( - y = c(0, 500e3) - ) + - coord_cartesian( - expand = FALSE - ) + - theme_bw( - base_size = 15 - ) + - theme( - legend.position = "top" - ) + - labs( - x = "Simulation time (days)", - linetype = "Compartment", - y = "Individuals" - ) -``` - - -::::::::::::::::::::::::::::::::::::: callout -### Time increments - -Note that there is a default argument of `increment = 1`. This relates to the time step of the ODE solver. When the parameters are specified on a daily time-scale and maximum number of time steps (`time_end`) is days, the default time step of the ODE solver one day. - -The choice of increment will depend on the time scale of the parameters, and the rate at which events can occur. In general, the increment should smaller than the fastest event. For example, if parameters are on a monthly time scale, but some events will occur within a month, then the increment should be less than one month. - -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Accounting for uncertainty - -As the epidemic model is [deterministic](../learners/reference.md#deterministic), we have one trajectory for our given parameter values. In practice, we have uncertainty in the value of our parameters. To account for this, we must run our model for different parameter combinations. - -We ran our model with $R_0= 1.5$. However, we believe that $R_0$ follows a normal distribution with mean 1.5 and standard deviation 0.05. To account for uncertainty we will run the model for different values of $R_0$. The steps we will follow to do this are: - -1. Obtain 100 samples from the from a normal distribution - -```{r normal, echo = TRUE} -R0_vec <- rnorm(100, 1.5, 0.05) -``` - -2. Run the model 100 times with $R_0$ equal to a different sample each time - -```{r samples} -output_samples <- Map( - R0_vec, - seq_along(R0_vec), - f = function(x, i) { - # run an epidemic model using `epidemic()` - output <- model_default_cpp( - population = uk_population, - transmissibility = x / 7.0, - infectiousness_rate = 1.0 / 3.0, - recovery_rate = 1.0 / 7.0, - time_end = 600, increment = 1.0 - ) - - # add replicate number and return data - output$replicate <- x - output - } -) - -# combine to prepare for plotting -output_samples <- bind_rows(output_samples) -``` - - -3. Calculate the mean and 95% quantiles of number of infectious individuals across each model simulation and visualise output - -```{r plot, fig.width = 10} -ggplot( - output_samples[output_samples$compartment == "infectious", ], - aes(time, value) -) + - stat_summary(geom = "line", fun = mean) + - stat_summary( - geom = "ribbon", - fun.min = function(z) { - quantile(z, 0.025) - }, - fun.max = function(z) { - quantile(z, 0.975) - }, - alpha = 0.3 - ) + - facet_grid( - cols = vars(demography_group) - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) -``` - - -Deciding which parameters to include uncertainty in depends on a few factors: how well informed a parameter value is e.g. consistency of estimates from the literature; how sensitive model outputs are to parameter value changes; and the purpose of the modelling task. See [McCabe et al. 2021](https://doi.org/10.1016%2Fj.epidem.2021.100520) to learn about different types of uncertainty in infectious disease modelling. - -## Summary - -In this tutorial, we have learnt how to simulate disease spread using a mathematical model. Once a model has been chosen, the parameters and other inputs must be specified in the correct way to perform model simulations. In the next tutorial, we will consider how to choose the right model for different tasks. - -::::::::::::::::::::::::::::::::::::: keypoints - -- Disease trajectories can be generated using the R package `epidemics` -- Uncertainty should be included in model trajectories using a range of model parameter values - -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/learners/setup.md b/learners/setup.md index 47742e35..7d6db2b6 100644 --- a/learners/setup.md +++ b/learners/setup.md @@ -54,8 +54,6 @@ if(!require("pak")) install.packages("pak") new_packages <- c( "EpiNow2", "epiverse-trace/epiparameter", - "socialmixr", - "epiverse-trace/epidemics", "tidyverse" ) @@ -69,8 +67,6 @@ When the installation has finished, you can try to load the packages by pasting ```r library(EpiNow2) library(epiparameter) -library(socialmixr) -library(epidemics) library(tidyverse) ``` diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index 028832b9..309b42ca 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -39,34 +39,6 @@ ], "Hash": "9b4993e98e0e19da84c168460c032fef" }, - "DiagrammeR": { - "Package": "DiagrammeR", - "Version": "1.0.11", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "RColorBrewer", - "cli", - "dplyr", - "glue", - "htmltools", - "htmlwidgets", - "igraph", - "magrittr", - "purrr", - "readr", - "rlang", - "rstudioapi", - "scales", - "stringr", - "tibble", - "tidyr", - "viridisLite", - "visNetwork" - ], - "Hash": "584c1e1cbb6f9b6c3b0f4ef0ad960966" - }, "EpiNow2": { "Package": "EpiNow2", "Version": "1.4.0", @@ -546,20 +518,6 @@ ], "Hash": "59351f28a81f0742720b85363c4fdd61" }, - "deSolve": { - "Package": "deSolve", - "Version": "1.40", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "graphics", - "methods", - "stats" - ], - "Hash": "0a861334beb4eb8ca0d24a27b28b6679" - }, "desc": { "Package": "desc", "Version": "1.4.3", @@ -674,30 +632,6 @@ ], "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077" }, - "epidemics": { - "Package": "epidemics", - "Version": "0.0.0.9000", - "Source": "GitHub", - "RemoteType": "github", - "RemoteUsername": "epiverse-trace", - "RemoteRepo": "epidemics", - "RemoteRef": "main", - "RemoteSha": "f7e33b594768fb1fdac3fb97f9c075c7f9e9ce76", - "RemoteHost": "api.github.com", - "Requirements": [ - "BH", - "Rcpp", - "RcppEigen", - "checkmate", - "cli", - "data.table", - "deSolve", - "glue", - "stats", - "utils" - ], - "Hash": "3799aa7424ed199ea2f83a439655f1b1" - }, "epiparameter": { "Package": "epiparameter", "Version": "0.0.0.9000", @@ -1003,13 +937,6 @@ ], "Hash": "d6db1667059d027da730decdc214b959" }, - "grates": { - "Package": "grates", - "Version": "1.1.0", - "Source": "Repository", - "Repository": "CRAN", - "Hash": "c937fa4cc110a4aabae986a6393dfb15" - }, "gridExtra": { "Package": "gridExtra", "Version": "2.3", @@ -1102,21 +1029,6 @@ ], "Hash": "2d7b3857980e0e0d0a1fd6f11928ab0f" }, - "htmlwidgets": { - "Package": "htmlwidgets", - "Version": "1.6.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "grDevices", - "htmltools", - "jsonlite", - "knitr", - "rmarkdown", - "yaml" - ], - "Hash": "04291cc45198225444a397606810ac37" - }, "httr": { "Package": "httr", "Version": "1.4.7", @@ -1143,43 +1055,6 @@ ], "Hash": "99df65cfef20e525ed38c3d2577f7190" }, - "igraph": { - "Package": "igraph", - "Version": "2.0.1.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "Matrix", - "R", - "cli", - "cpp11", - "grDevices", - "graphics", - "lifecycle", - "magrittr", - "methods", - "pkgconfig", - "rlang", - "stats", - "utils" - ], - "Hash": "fb2999614d40fe7fd61cf569b66a2dbc" - }, - "incidence2": { - "Package": "incidence2", - "Version": "2.2.3", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "data.table", - "grDevices", - "grates", - "pillar", - "utils" - ], - "Hash": "0e1c66f6d72eacacbd8fe6ba1ed85cc9" - }, "inline": { "Package": "inline", "Version": "0.3.19", @@ -1633,7 +1508,7 @@ "Package": "ragg", "Version": "1.2.7", "Source": "Repository", - "Repository": "RSPM", + "Repository": "https://carpentries.r-universe.dev", "Requirements": [ "systemfonts", "textshaping" @@ -1925,7 +1800,7 @@ "Package": "stringi", "Version": "1.8.3", "Source": "Repository", - "Repository": "RSPM", + "Repository": "https://carpentries.r-universe.dev", "Requirements": [ "R", "stats", @@ -2165,24 +2040,6 @@ ], "Hash": "c826c7c4241b6fc89ff55aaea3fa7491" }, - "visNetwork": { - "Package": "visNetwork", - "Version": "2.1.2", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "htmltools", - "htmlwidgets", - "jsonlite", - "magrittr", - "methods", - "stats", - "utils" - ], - "Hash": "3e48b097e8d9a91ecced2ed4817a678d" - }, "vroom": { "Package": "vroom", "Version": "1.6.5", @@ -2209,19 +2066,6 @@ ], "Hash": "390f9315bc0025be03012054103d227c" }, - "webshot": { - "Package": "webshot", - "Version": "0.5.5", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "callr", - "jsonlite", - "magrittr" - ], - "Hash": "16858ee1aba97f902d24049d4a44ef16" - }, "withr": { "Package": "withr", "Version": "3.0.0", diff --git a/tutorials.Rproj b/tutorials-early.Rproj similarity index 100% rename from tutorials.Rproj rename to tutorials-early.Rproj From d589ffb471d5177e4e1a5f04dd609770b73efe5b Mon Sep 17 00:00:00 2001 From: Abdoelnaser M Degoot Date: Thu, 15 Feb 2024 12:06:53 +0000 Subject: [PATCH 133/206] runing for the first time --- renv/profiles/lesson-requirements/renv.lock | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index 309b42ca..c78cfd27 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -1508,7 +1508,7 @@ "Package": "ragg", "Version": "1.2.7", "Source": "Repository", - "Repository": "https://carpentries.r-universe.dev", + "Repository": "CRAN", "Requirements": [ "systemfonts", "textshaping" @@ -1800,7 +1800,7 @@ "Package": "stringi", "Version": "1.8.3", "Source": "Repository", - "Repository": "https://carpentries.r-universe.dev", + "Repository": "CRAN", "Requirements": [ "R", "stats", From f1f0be8c37efff2938411f1130e4f7bda75b2bd1 Mon Sep 17 00:00:00 2001 From: Abdoelnaser M Degoot Date: Thu, 15 Feb 2024 15:00:11 +0000 Subject: [PATCH 134/206] adding sections of read case data --- config.yaml | 3 +- episodes/read-cases.Rmd | 73 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 75 insertions(+), 1 deletion(-) create mode 100644 episodes/read-cases.Rmd diff --git a/config.yaml b/config.yaml index 7d331214..c4413ccd 100644 --- a/config.yaml +++ b/config.yaml @@ -59,6 +59,7 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # Order of episodes in your lesson episodes: +- read-cases.Rmd - read-delays.Rmd # Information for Learners @@ -75,6 +76,6 @@ profiles: # This space below is where custom yaml items (e.g. pinning # sandpaper and varnish versions) should live + varnish: epiverse-trace/varnish@epiversetheme -# this is carpentries/sandpaper#533 in our fork so we can keep it up to date with main sandpaper: epiverse-trace/sandpaper@patch-renv-github-bug diff --git a/episodes/read-cases.Rmd b/episodes/read-cases.Rmd new file mode 100644 index 00000000..d5a46104 --- /dev/null +++ b/episodes/read-cases.Rmd @@ -0,0 +1,73 @@ +--- +title: 'Read case data' +teaching: 10 +exercises: 2 +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- how many different data formats can I read? +- is it possible to import data from database or APIs? +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Explain how read/import outbreak data from different sources into `R` +environment for analysis. +:::::::::::::::::::::::::::::::::::::::::::::::: + +# Introduction + +The initial step in outbreak analysis involves importing the target dataset into the `R` environment from various sources. Outbreak data is typically stored in files of diverse formats, within relational database management systems (RDBMS), and health information system APIs (HIS). The latter two options are particularly well-suited for storing institutional data. This episode will elucidate the process of reading cases from these sources. + +## Reading from files + +Several packages are available for importing outbreak data stored in individual files into `R`. These include [rio](http://gesistsa.github.io/rio/), [readr](https://readr.tidyverse.org/) from the `tidyverse`, [io](https://bitbucket.org/djhshih/io/src/master/), and [ImportExport](https://cran.r-project.org/web/packages/ImportExport/index.html). Together, these packages offer methods to read single or multiple files in a wide range of formats. + +The below example shows how to import a `csv` file into `R` environment using `rio` package. + +```{r, eval=FALSE} +library("rio") +case_data = rio::import("ebola_cases.csv") +``` +::::::::::::::::::::::::::::::::: challenge + +### Reading compressed data + +Take 1 minute: + +- Is it possible to read compressed data in `R`? + +::::::::::::::::: hint + +You can check the supported file formats in the `{rio}` package as follows: +```{r, eval=FALSE} +library("rio") +rio::install_formats() +``` + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=FALSE} +library("rio") +rio::import("/path_name/file_name.zip") +``` +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + +## Reading from databases + + +## Reading from HIS APIs + + +::::::::::::::::::::::::::::::::::::: keypoints +- Use `{rio}, {io}, {readr}` and `{ImportExport}` to read data from individual files. +- Use `{DBI}` to read data from databases. +- Use `{readepi}` to read data form HIS APIs. +:::::::::::::::::::::::::::::::::::::::::::::::: + From a53435279b80e01bc84db62f3006828395128d0c Mon Sep 17 00:00:00 2001 From: Abdoelnaser M Degoot Date: Fri, 16 Feb 2024 09:43:28 +0000 Subject: [PATCH 135/206] adding rio package to read from files. --- episodes/read-cases.Rmd | 19 ++++++--- renv/profiles/lesson-requirements/renv.lock | 43 +++++++++++++++++++++ 2 files changed, 57 insertions(+), 5 deletions(-) diff --git a/episodes/read-cases.Rmd b/episodes/read-cases.Rmd index d5a46104..a8a029c4 100644 --- a/episodes/read-cases.Rmd +++ b/episodes/read-cases.Rmd @@ -7,7 +7,7 @@ exercises: 2 :::::::::::::::::::::::::::::::::::::: questions - how many different data formats can I read? -- is it possible to import data from database or APIs? +- is it possible to import data from database and health APIs? :::::::::::::::::::::::::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::: objectives @@ -15,6 +15,14 @@ exercises: 2 - Explain how read/import outbreak data from different sources into `R` environment for analysis. :::::::::::::::::::::::::::::::::::::::::::::::: +::::::::::::::::::::::::::::::::::::: prereq + +## Prerequisites + +This episode requires you to be familiar with: + +**Data science** : Basic programming with R. +::::::::::::::::::::::::::::::::: # Introduction @@ -25,15 +33,15 @@ The initial step in outbreak analysis involves importing the target dataset into Several packages are available for importing outbreak data stored in individual files into `R`. These include [rio](http://gesistsa.github.io/rio/), [readr](https://readr.tidyverse.org/) from the `tidyverse`, [io](https://bitbucket.org/djhshih/io/src/master/), and [ImportExport](https://cran.r-project.org/web/packages/ImportExport/index.html). Together, these packages offer methods to read single or multiple files in a wide range of formats. The below example shows how to import a `csv` file into `R` environment using `rio` package. - -```{r, eval=FALSE} +```{r,warning=FALSE,message=FALSE} library("rio") -case_data = rio::import("ebola_cases.csv") +case_data = rio::import("./data/ebola_cases.csv", format = "csv") ``` +Similarly, you can import files of other formats such as "tsv", "xlsx", ...etc. + ::::::::::::::::::::::::::::::::: challenge ### Reading compressed data - Take 1 minute: - Is it possible to read compressed data in `R`? @@ -54,6 +62,7 @@ rio::install_formats() library("rio") rio::import("/path_name/file_name.zip") ``` + :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index c78cfd27..c6a3e159 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -731,6 +731,19 @@ ], "Hash": "1a0a9a3d5083d0d573c4214576f1e690" }, + "foreign": { + "Package": "foreign", + "Version": "0.8-86", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "methods", + "stats", + "utils" + ], + "Hash": "550170303dbb19d07b2bcc288068e7dc" + }, "formatR": { "Package": "formatR", "Version": "1.14", @@ -1602,6 +1615,29 @@ ], "Hash": "1425f91b4d5d9a8f25352c44a3d914ed" }, + "rio": { + "Package": "rio", + "Version": "1.0.1", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "R.utils", + "curl", + "data.table", + "foreign", + "haven", + "lifecycle", + "readxl", + "stats", + "stringi", + "tibble", + "tools", + "utils", + "writexl" + ], + "Hash": "8e63a1ebe85848713226eb395cba420b" + }, "rlang": { "Package": "rlang", "Version": "1.1.3", @@ -2089,6 +2125,13 @@ ], "Hash": "ee42417b66554b8fb1ab000b6a7a6588" }, + "writexl": { + "Package": "writexl", + "Version": "1.5.0", + "Source": "Repository", + "Repository": "CRAN", + "Hash": "856a075aec895ea1bea3055fa54e356c" + }, "xfun": { "Package": "xfun", "Version": "0.41", From 07b0a5c95b05f2401501b3ccdc5b352fdcc61187 Mon Sep 17 00:00:00 2001 From: Abdoelnaser M Degoot Date: Fri, 16 Feb 2024 11:56:08 +0000 Subject: [PATCH 136/206] Reading from databases --- episodes/read-cases.Rmd | 24 +++++++++++++++++++ renv/profiles/lesson-requirements/renv.lock | 26 +++++++++++++++++++++ 2 files changed, 50 insertions(+) diff --git a/episodes/read-cases.Rmd b/episodes/read-cases.Rmd index a8a029c4..829cfa32 100644 --- a/episodes/read-cases.Rmd +++ b/episodes/read-cases.Rmd @@ -70,9 +70,33 @@ rio::import("/path_name/file_name.zip") ## Reading from databases +The [DBI](https://dbi.r-dbi.org/) package serves as a versatile interface for interacting with database management systems (DBMS) across different back-ends or servers. It offers a uniform method for accessing and retrieving data from various database systems. + + +The following code chunk demonstrates how to create a temporary SQLite database in memory, store the `case_data` dataframe as a table within it, and subsequently read from it: + +```{r,warning=FALSE,message=FALSE} +library(DBI) +library(RSQLite) +# Create a temporary SQLite database in memory +db_con <- DBI::dbConnect(RSQLite::SQLite(), ":memory:") +# Store the 'case_data' dataframe as a table named 'cases' in the SQLite database +DBI::dbWriteTable(db_con, "cases", case_data) +# Read data from the 'cases' table +result <- DBI::dbReadTable(db_con, "cases") +# Close the database connection +DBI::dbDisconnect(db_con) +# View the result +base::print(utils::head(result)) +``` + +This code first establishes a connection to an SQLite database created in memory using `dbConnect` function. Then, it writes the `case_data` dataframe into a table named 'cases' within the database using `dbWriteTable` function. Subsequently, it reads the data from the 'cases' table using `dbReadTable` function. Finally, it closes the database connection with `dbDisconnect` function. + +More examples about SQL databases and R can be found [here](https://datacarpentry.org/R-ecology-lesson/05-r-and-databases.html). ## Reading from HIS APIs +Coming soon with {readepi} ::::::::::::::::::::::::::::::::::::: keypoints - Use `{rio}, {io}, {readr}` and `{ImportExport}` to read data from individual files. diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index c6a3e159..1da09402 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -177,6 +177,25 @@ ], "Hash": "45f0398006e83a5b10b72a90663d8d8c" }, + "RSQLite": { + "Package": "RSQLite", + "Version": "2.3.5", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "DBI", + "R", + "bit64", + "blob", + "cpp11", + "memoise", + "methods", + "pkgconfig", + "plogr", + "rlang" + ], + "Hash": "f5a75d57e0a3014a6ef537ac04a80fc6" + }, "Rcpp": { "Package": "Rcpp", "Version": "1.0.12", @@ -1431,6 +1450,13 @@ ], "Hash": "01f28d4278f15c76cddbea05899c5d6f" }, + "plogr": { + "Package": "plogr", + "Version": "0.2.0", + "Source": "Repository", + "Repository": "CRAN", + "Hash": "09eb987710984fc2905c7129c7d85e65" + }, "plyr": { "Package": "plyr", "Version": "1.8.9", From c57a73b693fba5b1a3de6c9d88d9fb0ab6f484e6 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 17 Feb 2024 11:59:10 +0000 Subject: [PATCH 137/206] block in-development episode + move to new branch new branch in https://github.com/epiverse-trace/tutorials-early/tree/early-task-read --- config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config.yaml b/config.yaml index c4413ccd..791efe11 100644 --- a/config.yaml +++ b/config.yaml @@ -59,7 +59,7 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # Order of episodes in your lesson episodes: -- read-cases.Rmd +# - read-cases.Rmd - read-delays.Rmd # Information for Learners From b8c04c4f8b876eb093ac910e0f3d8e0378597d09 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 17 Feb 2024 12:03:33 +0000 Subject: [PATCH 138/206] remove read-cases content + now in-dev branch branch https://github.com/epiverse-trace/tutorials-early/commits/early-task-read/ --- config.yaml | 1 - episodes/read-cases.Rmd | 106 ---------------------------------------- 2 files changed, 107 deletions(-) delete mode 100644 episodes/read-cases.Rmd diff --git a/config.yaml b/config.yaml index 791efe11..b223410f 100644 --- a/config.yaml +++ b/config.yaml @@ -59,7 +59,6 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # Order of episodes in your lesson episodes: -# - read-cases.Rmd - read-delays.Rmd # Information for Learners diff --git a/episodes/read-cases.Rmd b/episodes/read-cases.Rmd deleted file mode 100644 index 829cfa32..00000000 --- a/episodes/read-cases.Rmd +++ /dev/null @@ -1,106 +0,0 @@ ---- -title: 'Read case data' -teaching: 10 -exercises: 2 ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- how many different data formats can I read? -- is it possible to import data from database and health APIs? -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Explain how read/import outbreak data from different sources into `R` -environment for analysis. -:::::::::::::::::::::::::::::::::::::::::::::::: -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites - -This episode requires you to be familiar with: - -**Data science** : Basic programming with R. -::::::::::::::::::::::::::::::::: - -# Introduction - -The initial step in outbreak analysis involves importing the target dataset into the `R` environment from various sources. Outbreak data is typically stored in files of diverse formats, within relational database management systems (RDBMS), and health information system APIs (HIS). The latter two options are particularly well-suited for storing institutional data. This episode will elucidate the process of reading cases from these sources. - -## Reading from files - -Several packages are available for importing outbreak data stored in individual files into `R`. These include [rio](http://gesistsa.github.io/rio/), [readr](https://readr.tidyverse.org/) from the `tidyverse`, [io](https://bitbucket.org/djhshih/io/src/master/), and [ImportExport](https://cran.r-project.org/web/packages/ImportExport/index.html). Together, these packages offer methods to read single or multiple files in a wide range of formats. - -The below example shows how to import a `csv` file into `R` environment using `rio` package. -```{r,warning=FALSE,message=FALSE} -library("rio") -case_data = rio::import("./data/ebola_cases.csv", format = "csv") -``` -Similarly, you can import files of other formats such as "tsv", "xlsx", ...etc. - -::::::::::::::::::::::::::::::::: challenge - -### Reading compressed data -Take 1 minute: - -- Is it possible to read compressed data in `R`? - -::::::::::::::::: hint - -You can check the supported file formats in the `{rio}` package as follows: -```{r, eval=FALSE} -library("rio") -rio::install_formats() -``` - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=FALSE} -library("rio") -rio::import("/path_name/file_name.zip") -``` - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - -## Reading from databases - -The [DBI](https://dbi.r-dbi.org/) package serves as a versatile interface for interacting with database management systems (DBMS) across different back-ends or servers. It offers a uniform method for accessing and retrieving data from various database systems. - - -The following code chunk demonstrates how to create a temporary SQLite database in memory, store the `case_data` dataframe as a table within it, and subsequently read from it: - -```{r,warning=FALSE,message=FALSE} -library(DBI) -library(RSQLite) -# Create a temporary SQLite database in memory -db_con <- DBI::dbConnect(RSQLite::SQLite(), ":memory:") -# Store the 'case_data' dataframe as a table named 'cases' in the SQLite database -DBI::dbWriteTable(db_con, "cases", case_data) -# Read data from the 'cases' table -result <- DBI::dbReadTable(db_con, "cases") -# Close the database connection -DBI::dbDisconnect(db_con) -# View the result -base::print(utils::head(result)) -``` - -This code first establishes a connection to an SQLite database created in memory using `dbConnect` function. Then, it writes the `case_data` dataframe into a table named 'cases' within the database using `dbWriteTable` function. Subsequently, it reads the data from the 'cases' table using `dbReadTable` function. Finally, it closes the database connection with `dbDisconnect` function. - -More examples about SQL databases and R can be found [here](https://datacarpentry.org/R-ecology-lesson/05-r-and-databases.html). - -## Reading from HIS APIs - -Coming soon with {readepi} - -::::::::::::::::::::::::::::::::::::: keypoints -- Use `{rio}, {io}, {readr}` and `{ImportExport}` to read data from individual files. -- Use `{DBI}` to read data from databases. -- Use `{readepi}` to read data form HIS APIs. -:::::::::::::::::::::::::::::::::::::::::::::::: - From 99c019c996eea70d4559589fd11a082a5975175d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 20 Feb 2024 21:10:25 +0000 Subject: [PATCH 139/206] add step to show get_parameters function --- episodes/read-delays.Rmd | 22 +++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 90e6c8e3..4931f48a 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -3,7 +3,7 @@ title: 'Read delays' teaching: 10 exercises: 2 editor_options: - chunk_output_type: console + chunk_output_type: inline --- :::::::::::::::::::::::::::::::::::::: questions @@ -327,6 +327,26 @@ covid_serialint <- covid_serialint ``` +But still, we need to extract them as usable numbers. We use `epiparameter::get_parameters()` for this: + +```{r} +covid_serialint_parameters <- epiparameter::get_parameters(covid_serialint) + +covid_serialint_parameters +``` + +This gets a vector of class `` useful as input for any other package! + +:::::::::::::::::: callout + +If we write the `[]` next to the last object create like in `covid_serialint_parameters[]`, within `[]` we can use the +Tab key +to use the [code completion feature](https://support.posit.co/hc/en-us/articles/205273297-Code-Completion-in-the-RStudio-IDE) and have a quick access to `covid_serialint_parameters["meanlog"]` and `covid_serialint_parameters["sdlog"]`. We invite you to try this out! + +This only seems to work in code chunks and R console! + +:::::::::::::::::: + ::::::::::::::::::::::::::::::::: challenge ### Ebola's incubation period From bfb76bd6616698f07cbe77d43cce86e6838575d3 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 20 Feb 2024 21:11:41 +0000 Subject: [PATCH 140/206] fix all epiparameter and epinow2 connections issue in https://github.com/epiverse-trace/tutorials-early/issues/4 --- episodes/read-delays.Rmd | 78 ++++++++++++++++++++++++---------------- 1 file changed, 47 insertions(+), 31 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4931f48a..d8a89670 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -833,8 +833,8 @@ Now we can plug everything into the `EpiNow2::dist_spec()` function! ```{r} serial_interval_covid <- dist_spec( - mean = covid_serialint$summary_stats$mean, - sd = covid_serialint$summary_stats$sd, + mean = covid_serialint_parameters["meanlog"], + sd = covid_serialint_parameters["sdlog"], max = covid_serialint_discrete_max, distribution = "lognormal" ) @@ -895,13 +895,13 @@ Key functions we applied in this episode are: ::::::::::::::::: solution -```{r,eval=FALSE,echo=FALSE} +```{r,eval=TRUE,echo=FALSE} # read data from the tutorial repository R project ebola_confirmed <- - read_csv(file.path("episodes", "data", "ebola_cases.csv")) + read_csv(file.path("data", "ebola_cases.csv")) ``` -```{r,message=FALSE,warning=FALSE,eval=FALSE} +```{r,eval=FALSE,echo=TRUE} # read data # e.g.: if path to file is data/raw-data/ebola_cases.csv then: ebola_confirmed <- @@ -910,7 +910,9 @@ ebola_confirmed <- # list distributions epidist_db(disease = "ebola") %>% list_distributions() +``` +```{r,message=FALSE,warning=FALSE,eval=TRUE} # subset one distribution ebola_serial <- epidist_db( disease = "ebola", @@ -918,20 +920,19 @@ ebola_serial <- epidist_db( single_epidist = TRUE ) +# adapt epiparameter to epinow2 ebola_serial_discrete <- discretise(ebola_serial) +ebola_serial_discrete_max <- ebola_serial_discrete$prob_dist$q(p = 0.999) + +ebola_serial_quantiles <- seq(1L, to = ebola_serial_discrete_max, by = 1L) + serial_interval_ebola <- dist_spec( - mean = ebola_serial$summary_stats$mean, - sd = ebola_serial$summary_stats$sd, - max = ebola_serial_discrete$prob_dist$q(p = 0.999), - distribution = "gamma" + pmf = ebola_serial_quantiles ) -# name of the type of distribution -# only for the discretised distribution -ebola_serial_discrete$prob_dist$name - +# run epinow epinow_estimates <- epinow( # cases reported_cases = ebola_confirmed, @@ -1005,17 +1006,20 @@ covid_incubation <- epiparameter::epidist_db( single_epidist = TRUE ) -covid_incubation +# adapt epiparameter to epinow2 +covid_incubation_parameters <- get_parameters(covid_incubation) covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -incubation_time_covid <- dist_spec( - mean = covid_incubation$summary_stats$mean, - sd = covid_incubation$summary_stats$sd, - max = covid_incubation_discrete$prob_dist$q(p = 0.999), - distribution = "lognormal" -) +incubation_time_covid <- + dist_spec( + mean = covid_incubation_parameters["meanlog"], + sd = covid_incubation_parameters["sdlog"], + max = covid_incubation_discrete$prob_dist$q(p = 0.999), + distribution = "lognormal" + ) +# run epinow epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], @@ -1067,13 +1071,13 @@ We can use two complementary delay distributions to estimate the $R_t$ at time $ ::::::::::::::::: solution -```{r,eval=FALSE,echo=FALSE} +```{r,eval=TRUE,echo=FALSE} # read data from the tutorial repository R project ebola_confirmed <- - read_csv(file.path("episodes", "data", "ebola_cases.csv")) + read_csv(file.path("data", "ebola_cases.csv")) ``` -```{r,message=FALSE,warning=FALSE,eval=FALSE} +```{r,eval=FALSE,echo=TRUE} # read data # e.g.: if path to file is data/raw-data/ebola_cases.csv then: ebola_confirmed <- @@ -1082,7 +1086,9 @@ ebola_confirmed <- # list distributions epidist_db(disease = "ebola") %>% list_distributions() +``` +```{r,message=FALSE,warning=FALSE,eval=TRUE} # subset one distribution for the generation time ebola_serial <- epidist_db( disease = "ebola", @@ -1090,14 +1096,16 @@ ebola_serial <- epidist_db( single_epidist = TRUE ) +# adapt epiparameter to epinow2 ebola_serial_discrete <- discretise(ebola_serial) +ebola_serial_discrete_max <- ebola_serial_discrete$prob_dist$q(p = 0.999) + +ebola_serial_quantiles <- seq(1L, to = ebola_serial_discrete_max, by = 1L) + serial_interval_ebola <- dist_spec( - mean = ebola_serial$summary_stats$mean, - sd = ebola_serial$summary_stats$sd, - max = ebola_serial_discrete$prob_dist$q(p = 0.999), - distribution = "gamma" + pmf = ebola_serial_quantiles ) # subset one distribution for delay of the incubation period @@ -1107,16 +1115,19 @@ ebola_incubation <- epidist_db( single_epidist = TRUE ) +# adapt epiparameter to epinow2 ebola_incubation_discrete <- discretise(ebola_incubation) +ebola_incubation_discrete_max <- ebola_incubation_discrete$prob_dist$q(p = 0.999) + +ebola_incubation_quantiles <- seq(1L, to = ebola_incubation_discrete_max, by = 1L) + incubation_period_ebola <- dist_spec( - mean = ebola_incubation$summary_stats$mean, - sd = ebola_incubation$summary_stats$sd, - max = ebola_incubation_discrete$prob_dist$q(p = 0.999), - distribution = "gamma" + pmf = ebola_incubation_quantiles ) +# run epinow epinow_estimates <- epinow( # cases reported_cases = ebola_confirmed, @@ -1157,6 +1168,8 @@ How to get the mean and standard deviation from a generation time with median an + + ```{r,eval=FALSE} # What parameters are available for Influenza? epidist_db(disease = "influenza") %>% @@ -1173,6 +1186,9 @@ influenza_generation <- influenza_generation_discrete <- discretise(influenza_generation) +# we can get the PMF +# but also the extract_param + # problem # the summary statistics do not have mean and sd influenza_generation$summary_stats From 4638705caa13910ea8d2d1f04b674dd28ce78ac7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 20 Feb 2024 21:16:31 +0000 Subject: [PATCH 141/206] change solutions to TRUE solves https://github.com/epiverse-trace/tutorials/issues/123 --- episodes/read-delays.Rmd | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index d8a89670..c50fa852 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -253,7 +253,7 @@ The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list al ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} # 16 delays distributions epiparameter::epidist_db( disease = "ebola" @@ -380,7 +380,7 @@ epiparameter::epidist_db( ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} # the distribution with the highest sample size has a gamma distribution epiparameter::epidist_db( disease = "ebola", @@ -435,7 +435,7 @@ Use the `str()` to display the structure of the `` R object. :::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} # get the sd covid_serialint$summary_stats$sd @@ -478,7 +478,7 @@ An informative delay measures the time from symptom onset to recovery or death. ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} # one way to get the list of all the available parameters epidist_db(disease = "all") %>% list_distributions() %>% @@ -659,7 +659,7 @@ In Figure 5 from the [R probability functions for the normal distribution](https plot(covid_serialint) ``` -```{r,eval=FALSE} +```{r,eval=TRUE} cdf(covid_serialint, q = 2) cdf(covid_serialint, q = 6) ``` @@ -771,7 +771,7 @@ covid_serialint_discrete$prob_dist$r(10) ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} covid_incubation <- epiparameter::epidist_db( disease = "covid", @@ -796,7 +796,7 @@ Now, _Is this result expected in epidemiological terms?_ From a maximum value with `$prob_dist$q()`, we can create a sequence of quantile values as a numeric vector and map density values for each: -```{r,eval=FALSE} +```{r,eval=TRUE} # create a discrete distribution visualization # from a maximum value from the distribution covid_serialint_discrete$prob_dist$q(0.999) %>% @@ -998,7 +998,7 @@ epinow_estimates <- epinow( ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=TRUE} covid_incubation <- epiparameter::epidist_db( disease = "covid", epi_dist = "incubation", @@ -1170,7 +1170,7 @@ How to get the mean and standard deviation from a generation time with median an -```{r,eval=FALSE} +```{r,eval=TRUE} # What parameters are available for Influenza? epidist_db(disease = "influenza") %>% list_distributions() %>% @@ -1319,7 +1319,7 @@ Key functions: In this solution we use `purrr::pluck()` to extract elements within the `summary_stats` object which is of class `list`. -```{r,eval=FALSE} +```{r,eval=TRUE} # pre-symptomatic transmission epidist_db( disease = "influenza", @@ -1355,7 +1355,7 @@ epidist_db( pluck("mean") ``` -```{r,eval=FALSE} +```{r,eval=TRUE} # pre-symptomatic transmission epidist_db( disease = "covid", From 4fad8d7e77b71a0f5de2aeba051d3811dcff217a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 22 Feb 2024 11:15:34 +0000 Subject: [PATCH 142/206] remove introduction to get_parameters not essential for epino2 connection, we need the summary stats --- episodes/read-delays.Rmd | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index c50fa852..7628fc76 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -327,6 +327,8 @@ covid_serialint <- covid_serialint ``` + + ::::::::::::::::::::::::::::::::: challenge ### Ebola's incubation period From cf19a11a20c549c3671ae11fc6a7325211c24799 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 22 Feb 2024 11:18:35 +0000 Subject: [PATCH 143/206] use mean sd max distrib for epinow2 connection we prioritize using summary statistics and not distribution parameters as initial input form epiparameter --- episodes/read-delays.Rmd | 37 +++++++++++++++++-------------------- 1 file changed, 17 insertions(+), 20 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 7628fc76..78ac49bc 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -837,8 +837,8 @@ Now we can plug everything into the `EpiNow2::dist_spec()` function! ```{r} serial_interval_covid <- dist_spec( - mean = covid_serialint_parameters["meanlog"], - sd = covid_serialint_parameters["sdlog"], + mean = covid_serialint$summary_stats$mean, + sd = covid_serialint$summary_stats$sd, max = covid_serialint_discrete_max, distribution = "lognormal" ) @@ -929,11 +929,12 @@ ebola_serial_discrete <- discretise(ebola_serial) ebola_serial_discrete_max <- ebola_serial_discrete$prob_dist$q(p = 0.999) -ebola_serial_quantiles <- seq(1L, to = ebola_serial_discrete_max, by = 1L) - serial_interval_ebola <- dist_spec( - pmf = ebola_serial_quantiles + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = ebola_serial_discrete_max, + distribution = "gamma" # don't forget! it's a must! ) # run epinow @@ -1011,16 +1012,14 @@ covid_incubation <- epiparameter::epidist_db( ) # adapt epiparameter to epinow2 -covid_incubation_parameters <- get_parameters(covid_incubation) - covid_incubation_discrete <- epiparameter::discretise(covid_incubation) incubation_time_covid <- dist_spec( - mean = covid_incubation_parameters["meanlog"], - sd = covid_incubation_parameters["sdlog"], + mean = covid_incubation$summary_stats$mean, + sd = covid_incubation$summary_stats$sd, max = covid_incubation_discrete$prob_dist$q(p = 0.999), - distribution = "lognormal" + distribution = "lognormal" # do not forget this! ) # run epinow @@ -1103,13 +1102,12 @@ ebola_serial <- epidist_db( # adapt epiparameter to epinow2 ebola_serial_discrete <- discretise(ebola_serial) -ebola_serial_discrete_max <- ebola_serial_discrete$prob_dist$q(p = 0.999) - -ebola_serial_quantiles <- seq(1L, to = ebola_serial_discrete_max, by = 1L) - serial_interval_ebola <- dist_spec( - pmf = ebola_serial_quantiles + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = ebola_serial_discrete$prob_dist$q(p = 0.999), + distribution = "gamma" ) # subset one distribution for delay of the incubation period @@ -1122,13 +1120,12 @@ ebola_incubation <- epidist_db( # adapt epiparameter to epinow2 ebola_incubation_discrete <- discretise(ebola_incubation) -ebola_incubation_discrete_max <- ebola_incubation_discrete$prob_dist$q(p = 0.999) - -ebola_incubation_quantiles <- seq(1L, to = ebola_incubation_discrete_max, by = 1L) - incubation_period_ebola <- dist_spec( - pmf = ebola_incubation_quantiles + mean = ebola_incubation$summary_stats$mean, + sd = ebola_incubation$summary_stats$sd, + max = ebola_serial_discrete$prob_dist$q(p = 0.999), + distribution = "gamma" ) # run epinow From 7b6206cd5927a08bfd468356480fbfd2e1dbda08 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 22 Feb 2024 11:28:44 +0000 Subject: [PATCH 144/206] use convert from params to summary stats --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 78ac49bc..39319828 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1159,7 +1159,7 @@ Use the `influenza_england_1978_school` from the `{outbreaks}` package to calcul ::::::::::::::::: hint -How to get the mean and standard deviation from a generation time with median and quantiles as summary statistics? +How to get the mean and standard deviation from a generation time with only distribution parameters but no summary statistics like `mean` or `sd` for `EpiNow2::dist_spec()`? - Look at how to extract parameters from `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) From 6758f52ed917a69461cb5c4d383aeaf7983f0743 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 22 Feb 2024 11:29:41 +0000 Subject: [PATCH 145/206] use pmf for a weibull distribution! --- episodes/read-delays.Rmd | 48 +++++++++++++++++++++++++++------------- 1 file changed, 33 insertions(+), 15 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 39319828..44047165 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1193,27 +1193,45 @@ influenza_generation_discrete <- # problem # the summary statistics do not have mean and sd influenza_generation$summary_stats -influenza_generation$summary_stats$median -influenza_generation$summary_stats$quantiles + +# get parameters (new function!) +influenza_generation_parameters <- + get_parameters(influenza_generation) # solution -# extract parameters from percentiles -influenza_extracted <- extract_param( - type = "percentiles", - values = c(influenza_generation$summary_stats$quantiles[1], - influenza_generation$summary_stats$quantiles[2]), - distribution = "lnorm", - percentiles = c(0.05, 0.95) -) +# convert distribution parameters to summary statistics +influenza_converted <- + convert_params_to_summary_stats( + distribution = "weibull", + shape = influenza_generation_parameters["shape"], + scale = influenza_generation_parameters["scale"] + ) + +influenza_converted + +# however, dist_spec() only accepts lognormal or gamma distributions +# then, we can rely on getting the pmf +# this follows the same code as for the ggplot2 above! + +influenza_generation_pmf <- + influenza_generation_discrete$prob_dist$q(p = 0.999) %>% + # generate quantile values + # as a sequence for each natural number + seq(1L, to = ., by = 1L) %>% + # coerce numeric vector to data frame + as_tibble_col(column_name = "quantile_values") %>% + mutate( + # map density values + # for each quantile in the density function + density_values = + covid_serialint_discrete$prob_dist$d(quantile_values) + ) -influenza_extracted +influenza_generation_pmf generation_time_influenza <- dist_spec( - mean = influenza_extracted[1], - sd = influenza_extracted[2], - max = influenza_generation_discrete$prob_dist$q(p = 0.999), - distribution = "lognormal" + pmf = influenza_generation_pmf$density_values ) influenza_cleaned <- From 59f44bccdba5a837ede2512715470898471bd72d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 22 Feb 2024 12:59:21 +0000 Subject: [PATCH 146/206] clean renv --- renv/profiles/lesson-requirements/renv.lock | 79 +++------------------ 1 file changed, 10 insertions(+), 69 deletions(-) diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index 1da09402..35ebd758 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -177,25 +177,6 @@ ], "Hash": "45f0398006e83a5b10b72a90663d8d8c" }, - "RSQLite": { - "Package": "RSQLite", - "Version": "2.3.5", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "DBI", - "R", - "bit64", - "blob", - "cpp11", - "memoise", - "methods", - "pkgconfig", - "plogr", - "rlang" - ], - "Hash": "f5a75d57e0a3014a6ef537ac04a80fc6" - }, "Rcpp": { "Package": "Rcpp", "Version": "1.0.12", @@ -750,19 +731,6 @@ ], "Hash": "1a0a9a3d5083d0d573c4214576f1e690" }, - "foreign": { - "Package": "foreign", - "Version": "0.8-86", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "methods", - "stats", - "utils" - ], - "Hash": "550170303dbb19d07b2bcc288068e7dc" - }, "formatR": { "Package": "formatR", "Version": "1.14", @@ -1378,6 +1346,16 @@ ], "Hash": "2a0dc8c6adfb6f032e4d4af82d258ab5" }, + "outbreaks": { + "Package": "outbreaks", + "Version": "1.9.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "a62a28f56f51694490827b57ee78f970" + }, "parallelly": { "Package": "parallelly", "Version": "1.36.0", @@ -1450,13 +1428,6 @@ ], "Hash": "01f28d4278f15c76cddbea05899c5d6f" }, - "plogr": { - "Package": "plogr", - "Version": "0.2.0", - "Source": "Repository", - "Repository": "CRAN", - "Hash": "09eb987710984fc2905c7129c7d85e65" - }, "plyr": { "Package": "plyr", "Version": "1.8.9", @@ -1641,29 +1612,6 @@ ], "Hash": "1425f91b4d5d9a8f25352c44a3d914ed" }, - "rio": { - "Package": "rio", - "Version": "1.0.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "R.utils", - "curl", - "data.table", - "foreign", - "haven", - "lifecycle", - "readxl", - "stats", - "stringi", - "tibble", - "tools", - "utils", - "writexl" - ], - "Hash": "8e63a1ebe85848713226eb395cba420b" - }, "rlang": { "Package": "rlang", "Version": "1.1.3", @@ -2151,13 +2099,6 @@ ], "Hash": "ee42417b66554b8fb1ab000b6a7a6588" }, - "writexl": { - "Package": "writexl", - "Version": "1.5.0", - "Source": "Repository", - "Repository": "CRAN", - "Hash": "856a075aec895ea1bea3055fa54e356c" - }, "xfun": { "Package": "xfun", "Version": "0.41", From 4eb623ff40933a0d0dc08bc2baeb0ef525753e93 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:17:42 +0000 Subject: [PATCH 147/206] remove usage of `$prob_dist$` from epidist objects instead, we used the explicit distribution functions for continuous and discrete --- episodes/read-delays.Rmd | 46 +++++++++++++++++++++++----------------- 1 file changed, 26 insertions(+), 20 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 44047165..c99ef894 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -525,8 +525,11 @@ distribution %>% Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: ```{r,eval=FALSE} -distribution[[1]]$summary_stats -distribution[[1]]$prob_dist +distribution %>% + # pluck the first entry in the object class + pluck(1) %>% + # check if object have distribution parameters + is_parameterised() ``` ::::::::::::::::: spoiler @@ -735,7 +738,7 @@ To finally get a `max` value, let's access the quantile value of the 99.9th perc ```{r} covid_serialint_discrete_max <- - covid_serialint_discrete$prob_dist$q(p = 0.999) + quantile(covid_serialint_discrete, p = 0.999) ``` ::::::::::::::::::::::::::::::::: challenge @@ -752,23 +755,23 @@ Calculate: What delay distribution measures the time between infection and the onset of symptoms? -The probability function for `` **discrete** distributions differ from the *continuous* ones! +The probability function for `` **discrete** distributions are the same that we used for the *continuous* ones! ```{r,eval=FALSE} # plot to have a visual reference plot(covid_serialint_discrete, day_range = 0:20) # density value at quantile value 10 (day) -covid_serialint_discrete$prob_dist$d(10) +density(covid_serialint_discrete, at = 10) # cumulative probability at quantile value 10 (day) -covid_serialint_discrete$prob_dist$cdf(10) +cdf(covid_serialint_discrete, q = 10) # In what quantile value (days) do we have the 60% cumulative probability? -covid_serialint_discrete$prob_dist$q(0.6) +quantile(covid_serialint_discrete, p = 0.6) # generate random values -covid_serialint_discrete$prob_dist$r(10) +generate(covid_serialint_discrete, times = 10) ``` :::::::::::::::::::::: @@ -785,7 +788,7 @@ covid_incubation <- covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -covid_incubation_discrete$prob_dist$q(0.99) +quantile(covid_incubation_discrete,p = 0.99) ``` 99% of those who develop COVID-19 symptoms will do so within 16 days of infection. @@ -798,12 +801,12 @@ Now, _Is this result expected in epidemiological terms?_ ### how to create a distribution plot? -From a maximum value with `$prob_dist$q()`, we can create a sequence of quantile values as a numeric vector and map density values for each: +From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and map density values for each: ```{r,eval=TRUE} # create a discrete distribution visualization # from a maximum value from the distribution -covid_serialint_discrete$prob_dist$q(0.999) %>% +quantile(covid_serialint_discrete, p = 0.999) %>% # generate quantile values # as a sequence for each natural number seq(1L, to = ., by = 1L) %>% @@ -812,8 +815,11 @@ covid_serialint_discrete$prob_dist$q(0.999) %>% mutate( # map density values # for each quantile in the density function - density_values = - covid_serialint_discrete$prob_dist$d(quantile_values) + density_values = + density( + x = covid_serialint_discrete, + at = quantile_values + ) ) %>% # create plot ggplot( @@ -927,7 +933,7 @@ ebola_serial <- epidist_db( # adapt epiparameter to epinow2 ebola_serial_discrete <- discretise(ebola_serial) -ebola_serial_discrete_max <- ebola_serial_discrete$prob_dist$q(p = 0.999) +ebola_serial_discrete_max <- quantile(ebola_serial_discrete, p = 0.999) serial_interval_ebola <- dist_spec( @@ -1018,7 +1024,7 @@ incubation_time_covid <- dist_spec( mean = covid_incubation$summary_stats$mean, sd = covid_incubation$summary_stats$sd, - max = covid_incubation_discrete$prob_dist$q(p = 0.999), + max = quantile(covid_incubation_discrete, p = 0.999), distribution = "lognormal" # do not forget this! ) @@ -1106,7 +1112,7 @@ serial_interval_ebola <- dist_spec( mean = ebola_serial$summary_stats$mean, sd = ebola_serial$summary_stats$sd, - max = ebola_serial_discrete$prob_dist$q(p = 0.999), + max = quantile(ebola_serial_discrete, p = 0.999), distribution = "gamma" ) @@ -1124,7 +1130,7 @@ incubation_period_ebola <- dist_spec( mean = ebola_incubation$summary_stats$mean, sd = ebola_incubation$summary_stats$sd, - max = ebola_serial_discrete$prob_dist$q(p = 0.999), + max = quantile(ebola_serial_discrete, p = 0.999), distribution = "gamma" ) @@ -1214,7 +1220,7 @@ influenza_converted # this follows the same code as for the ggplot2 above! influenza_generation_pmf <- - influenza_generation_discrete$prob_dist$q(p = 0.999) %>% + quantile(influenza_generation_discrete, p = 0.999) %>% # generate quantile values # as a sequence for each natural number seq(1L, to = ., by = 1L) %>% @@ -1224,14 +1230,14 @@ influenza_generation_pmf <- # map density values # for each quantile in the density function density_values = - covid_serialint_discrete$prob_dist$d(quantile_values) + density(covid_serialint_discrete, at = quantile_values) ) influenza_generation_pmf generation_time_influenza <- dist_spec( - pmf = influenza_generation_pmf$density_values + pmf = influenza_generation_pmf %>% pull(density_values) ) influenza_cleaned <- From 821edb999790678ade9818b5481e40d403f48e9a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:19:01 +0000 Subject: [PATCH 148/206] simplify code to plot --- episodes/read-delays.Rmd | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index c99ef894..1b685aad 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -559,13 +559,23 @@ In `{epiparameter}`, you will mostly find **continuous** distributions like thes - the *Cumulative Distribution Function (CDF)*. ```{r} -plot(distribution[[2]]) +# get a single object +distribution_single <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + single_epidist = T + ) + +# plot object +plot(distribution_single) ``` With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what it look like: ```{r,eval=FALSE} -plot(distribution[[2]], day_range = 0:20) +# plot object +plot(distribution_single, day_range = 0:20) ``` ::::::::::::::::: discussion From d484eae8423763863d8b95a4d49978d215df09cf Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:39:11 +0000 Subject: [PATCH 149/206] add detail to use summary stats for epinow2 --- episodes/read-delays.Rmd | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 1b685aad..3300f9e0 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -70,7 +70,7 @@ epinow_estimates <- epinow( ) ``` -To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to manually specify the delay distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: +To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to manually specify the **summary statistics** of the delay distribution, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: ```r generation_time <- dist_spec( @@ -311,7 +311,7 @@ What does a parametrised `` is? Look at `?is_parameterised`. ::::::::::::::::::::::::: -Now, we have an epidemiological parameter we can reuse! We can replace the numbers we plug into `EpiNow2::dist_spec()`. +Now, we have an epidemiological parameter we can reuse! We can replace the **summary statistics** numbers we plug into `EpiNow2::dist_spec()`. Let's assign this `` class object to the `covid_serialint` object. @@ -850,6 +850,10 @@ quantile(covid_serialint_discrete, p = 0.999) %>% Now we can plug everything into the `EpiNow2::dist_spec()` function! +- the summary statistics `mean` and `sd` of the distribution, +- a maximum value `max`, +- the `distribution` name. + ```{r} serial_interval_covid <- dist_spec( From e19a5ddecb09eb35f20d199c9fd5e95b9267b311 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:39:58 +0000 Subject: [PATCH 150/206] specify instructions to use pmf --- episodes/read-delays.Rmd | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 3300f9e0..4a8b4011 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1189,8 +1189,6 @@ How to get the mean and standard deviation from a generation time with only dist - - ```{r,eval=TRUE} # What parameters are available for Influenza? epidist_db(disease = "influenza") %>% @@ -1207,18 +1205,19 @@ influenza_generation <- influenza_generation_discrete <- discretise(influenza_generation) -# we can get the PMF -# but also the extract_param - -# problem +# we have a problem # the summary statistics do not have mean and sd influenza_generation$summary_stats -# get parameters (new function!) +# one solution is to +# get parameters and convert to summary statistics + +# first, +# get parameters influenza_generation_parameters <- get_parameters(influenza_generation) -# solution +# then, # convert distribution parameters to summary statistics influenza_converted <- convert_params_to_summary_stats( @@ -1234,6 +1233,7 @@ influenza_converted # this follows the same code as for the ggplot2 above! influenza_generation_pmf <- + # from a maximum value from the distribution quantile(influenza_generation_discrete, p = 0.999) %>% # generate quantile values # as a sequence for each natural number From 8be16a9e762fbfcd47c19d223014439ae7f70858 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:40:11 +0000 Subject: [PATCH 151/206] add key tab to callout --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4a8b4011..b1127f46 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -427,7 +427,7 @@ Share about: ::::::::: hint -Use the `$` operator plus the tab keyboard button to explore them as an expandable list: +Use the `$` operator plus the tab or keyboard button to explore them as an expandable list: ```r covid_serialint$ From f606f01252b205207b17cf388612aba43f4f78c8 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:43:56 +0000 Subject: [PATCH 152/206] add lintr edits --- episodes/read-delays.Rmd | 35 +++++++++++++++++++---------------- 1 file changed, 19 insertions(+), 16 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index b1127f46..d3672977 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -525,9 +525,9 @@ distribution %>% Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: ```{r,eval=FALSE} -distribution %>% +distribution %>% # pluck the first entry in the object class - pluck(1) %>% + pluck(1) %>% # check if object have distribution parameters is_parameterised() ``` @@ -560,11 +560,11 @@ In `{epiparameter}`, you will mostly find **continuous** distributions like thes ```{r} # get a single object -distribution_single <- +distribution_single <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial", - single_epidist = T + single_epidist = TRUE ) # plot object @@ -798,7 +798,7 @@ covid_incubation <- covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -quantile(covid_incubation_discrete,p = 0.99) +quantile(covid_incubation_discrete, p = 0.99) ``` 99% of those who develop COVID-19 symptoms will do so within 16 days of infection. @@ -825,9 +825,9 @@ quantile(covid_serialint_discrete, p = 0.999) %>% mutate( # map density values # for each quantile in the density function - density_values = + density_values = density( - x = covid_serialint_discrete, + x = covid_serialint_discrete, at = quantile_values ) ) %>% @@ -1034,7 +1034,7 @@ covid_incubation <- epiparameter::epidist_db( # adapt epiparameter to epinow2 covid_incubation_discrete <- epiparameter::discretise(covid_incubation) -incubation_time_covid <- +incubation_time_covid <- dist_spec( mean = covid_incubation$summary_stats$mean, sd = covid_incubation$summary_stats$sd, @@ -1209,21 +1209,21 @@ influenza_generation_discrete <- # the summary statistics do not have mean and sd influenza_generation$summary_stats -# one solution is to +# one solution is to # get parameters and convert to summary statistics # first, # get parameters -influenza_generation_parameters <- +influenza_generation_params <- get_parameters(influenza_generation) # then, # convert distribution parameters to summary statistics -influenza_converted <- +influenza_converted <- convert_params_to_summary_stats( - distribution = "weibull", - shape = influenza_generation_parameters["shape"], - scale = influenza_generation_parameters["scale"] + distribution = "weibull", + shape = influenza_generation_params["shape"], + scale = influenza_generation_params["scale"] ) influenza_converted @@ -1232,7 +1232,7 @@ influenza_converted # then, we can rely on getting the pmf # this follows the same code as for the ggplot2 above! -influenza_generation_pmf <- +influenza_generation_pmf <- # from a maximum value from the distribution quantile(influenza_generation_discrete, p = 0.999) %>% # generate quantile values @@ -1244,7 +1244,10 @@ influenza_generation_pmf <- # map density values # for each quantile in the density function density_values = - density(covid_serialint_discrete, at = quantile_values) + density( + x = covid_serialint_discrete, + at = quantile_values + ) ) influenza_generation_pmf From 58c8ef72cddc0f03dccd401672c5ea5cda553db0 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:50:43 +0000 Subject: [PATCH 153/206] fix reference to calculate density values --- episodes/read-delays.Rmd | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index d3672977..be644414 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -811,7 +811,7 @@ Now, _Is this result expected in epidemiological terms?_ ### how to create a distribution plot? -From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and map density values for each: +From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate density values for each: ```{r,eval=TRUE} # create a discrete distribution visualization @@ -823,7 +823,7 @@ quantile(covid_serialint_discrete, p = 0.999) %>% # coerce numeric vector to data frame as_tibble_col(column_name = "quantile_values") %>% mutate( - # map density values + # calculate density values # for each quantile in the density function density_values = density( @@ -1240,14 +1240,13 @@ influenza_generation_pmf <- seq(1L, to = ., by = 1L) %>% # coerce numeric vector to data frame as_tibble_col(column_name = "quantile_values") %>% + # calculate density values + # for each quantile in the density function mutate( - # map density values - # for each quantile in the density function - density_values = - density( - x = covid_serialint_discrete, - at = quantile_values - ) + density_values = density( + x = covid_serialint_discrete, + at = quantile_values + ) ) influenza_generation_pmf From 9a1402dabfa74bff1d9d87ade1ccdcb69d25e621 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 23 Feb 2024 14:58:46 +0000 Subject: [PATCH 154/206] add note on using serial interval for generation t --- episodes/read-delays.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index be644414..748bac36 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -841,6 +841,8 @@ quantile(covid_serialint_discrete, p = 0.999) %>% geom_col() ``` +**Note:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! + :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: From 60d47c1a963a039d82e855b35f1c567aed8a3ec9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 12:34:30 +0000 Subject: [PATCH 155/206] remix and edit challenge content + minor edits --- episodes/read-delays.Rmd | 172 +++++++++++++++++++-------------------- 1 file changed, 83 insertions(+), 89 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 748bac36..e73e1ab5 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -200,15 +200,17 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters, we have one `generation` time entry for Influenza. Considering the abovementioned considerations, we can look at the `serial` intervals for `COVID`-19. +Currently, in the library of epidemiological parameters, we have one `generation` time entry for Influenza. Considering the aforementioned considerations, we can look at the `serial` intervals for `COVID`-19. Run this locally! -```{r} +```{r,eval=FALSE} epiparameter::epidist_db( disease = "COVID", epi_dist = "serial" ) ``` +With this query combination, we get more than one delay distributions. This output is an object class ``. + ::::::::::::::::: callout ### CASE-INSENSITIVE @@ -217,7 +219,7 @@ epiparameter::epidist_db( ::::::::::::::::::::::::: -We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: +To summarize a `` view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -231,42 +233,60 @@ epiparameter::epidist_db( ### Ebola's incubation periods -Take 5 minutes: +Take 5 minutes to explore the `{epiparameter}` library. -- How many delay distributions are for the Ebola disease? +First, search for Ebola disease delay distributions. Find: -- How many delay distributions are for the incubation period of Ebola? +- How many delay distributions are for the Ebola disease? -- Explore the library and find the disease with the delay distribution of your interest! Do you recognize the paper? +- How many types of delay distributions are for the incubation period of Ebola? ::::::::::::::::: hint -The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: +`epidist_db()` and `list_distributions()` give us different and complementary summary outputs. -- disease, -- epidemiological distribution, -- the type of the probability distribution, -- author of the study, and -- year of study. +The `epidist_db()` function alone count for us the number of entries like: + +- studies, and +- delay distributions. + +On the other hand, the `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries in a data frame with columns like: + +- the type of the probability distribution per delay, and +- author and year of the study. :::::::::::::::::::::: ::::::::::::::::: solution -```{r,eval=TRUE} -# 16 delays distributions +```{r} +# we expect 16 delays distributions for ebola epiparameter::epidist_db( disease = "ebola" ) +``` + +Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? -# 5 delay distributions are for the incubation period +```{r,eval=TRUE} +# we expect 2 different types of delay distributions +# for ebola incubation period epiparameter::epidist_db( disease = "ebola", epi_dist = "incubation" -) +) %>% + list_distributions() ``` -Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? +For this query we find two types of probability distributions: _lognormal_ and _gamma_. + +Now, search for delay distributions of your disease of interest! Ask: + +- Do you recognize the papers? + +- Do you think we should consider any other paper? + +How does `{epiparameter}` did the collection and review of peer-reviewed literature? We invite you to read the vignette on ["Data Collation and Synthesis Protocol"](https://epiverse-trace.github.io/epiparameter/articles/data_protocol.html)! :::::::::::::::::::::::::: @@ -351,54 +371,6 @@ This only seems to work in code chunks and R console! --> -::::::::::::::::::::::::::::::::: challenge - -### Ebola's incubation period - -Take 2 minutes: - -- What type of distribution has the incubation period of Ebola with the highest sample size? -- How would you access to the sample size of the other studies in the `` class object? - -::::::::::::::::: hint - -The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: - -- disease, -- epidemiological distribution, -- the type of the probability distribution, -- author of the study, and -- year of study. - -This is a `` class object: - -```{r,eval=FALSE} -epiparameter::epidist_db( - disease = "ebola", - epi_dist = "incubation" -) -``` - - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=TRUE} -# the distribution with the highest sample size has a gamma distribution -epiparameter::epidist_db( - disease = "ebola", - epi_dist = "incubation", - single_epidist = TRUE -) -``` - -To access the `sample_size`, review an [issue reported in the GitHub repository](https://github.com/epiverse-trace/epiparameter/issues/227) of the `{epiparameter}` package. - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - ## Extract the summary statistics We can get the `mean` and standard deviation (`sd`) from this `` diving into the `summary_stats` object: @@ -410,20 +382,17 @@ covid_serialint$summary_stats$mean :::::::::::::::::::::::::::::: challenge -### How to get the `sd` and other nested elements? +### Ebola's serial interval Take 1 minute to: -1. Get the `sd` of the epidemiological distribution. - -2. Find the `sample_size` used in the study. +Get access to the Ebola serial interval with the highest sample size. -3. Explore all the other nested elements within the `` object. +Answer: -Share about: +- What is the `sd` of the epidemiological distribution? -- What elements do you find useful for your analysis? -- What other elements would you like to see in this object? How? +- What is the `sample_size` used in that study? ::::::::: hint @@ -439,19 +408,38 @@ Use the `str()` to display the structure of the `` R object. :::::::::: solution +```{r,eval=TRUE} +# ebola serial interval +ebola_serial <- + epiparameter::epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE +) + +ebola_serial +``` + ```{r,eval=TRUE} # get the sd -covid_serialint$summary_stats$sd +ebola_serial$summary_stats$sd # get the sample_size -covid_serialint$metadata$sample_size +ebola_serial$metadata$sample_size ``` +Now, explore all the other nested elements within the `` object. + +Share about: + +- What elements do you find useful for your analysis? +- What other elements would you like to see in this object? How? + :::::::::::::::::::: :::::::::::::::::::::::::::::::: -:::::::::::::::::::: intructor +:::::::::::::::::::::::::::::: instructor An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for bias while estimating the serial interval distribution. @@ -472,11 +460,11 @@ A severity parameter like the duration of hospitalization could add to the infor For Ebola: -- what is a reported point estimate and uncertainty of the mean duration of health-care and case isolation? +- What is the reported point estimate and uncertainty of the mean duration of health-care and case isolation? ::::::::::::::::: hint -An informative delay measures the time from symptom onset to recovery or death. +An informative delay should measure the time from symptom onset to recovery or death. :::::::::::::::::::::: @@ -571,7 +559,7 @@ distribution_single <- plot(distribution_single) ``` -With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what it look like: +With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore how this looks like: ```{r,eval=FALSE} # plot object @@ -584,7 +572,7 @@ plot(distribution_single, day_range = 0:20) Explore this shinyapp called **The Distribution Zoo**! -Follow these steps to reproduce the form of the `covid_serialint` distribution: +Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): 1. Access to shinyapp website, 2. Go to the left panel, @@ -592,7 +580,7 @@ Follow these steps to reproduce the form of the `covid_serialint` distribution: 4. Select a new *Type of distribution*: `Log-Normal`, 5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. -Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore how the shape of a distribution changes when its parameters change. +Replicate these with the `distribution` object and all its list elements: `[[2]]`, `[[3]]`, and `[[4]]`. Explore how the shape of a distribution changes when its parameters change. Share about: @@ -600,7 +588,13 @@ Share about: ::::::::::::::::::::::::: - +::::::::::::::::::::::::: instructor + +For shinyapps like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/): + +A slider, in the context of user interfaces and graphical user interfaces (GUIs), is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. + +::::::::::::::::::::::::: ## Distribution functions @@ -811,7 +805,7 @@ Now, _Is this result expected in epidemiological terms?_ ### how to create a distribution plot? -From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate density values for each: +From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate `density()` values for each: ```{r,eval=TRUE} # create a discrete distribution visualization @@ -841,7 +835,7 @@ quantile(covid_serialint_discrete, p = 0.999) %>% geom_col() ``` -**Note:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! +**Remember:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! :::::::::::::::::::::::::: @@ -852,7 +846,7 @@ quantile(covid_serialint_discrete, p = 0.999) %>% Now we can plug everything into the `EpiNow2::dist_spec()` function! -- the summary statistics `mean` and `sd` of the distribution, +- the **summary statistics** `mean` and `sd` of the distribution, - a maximum value `max`, - the `distribution` name. @@ -872,7 +866,7 @@ serial_interval_covid ### Warning -Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates, even more so in diseases with reported pre-symptomatic transmission. +Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates, even more so in diseases with reported pre-symptomatic transmission. ([Chung Lau et al., 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)) :::::::::::::::::: @@ -1343,8 +1337,8 @@ Meta-analysis on the proportion of pre-symptomatic and asymptomatic transmission Compare the serial interval and incubation period of Influenza and MERS: -- What type of transmission has Influenza? -- What type of transmission has MERS? +- What type of transmission may Influenza has? +- What type of transmission may MERS has? - Do these results correlate with the available evidence? ::::::::::::::::: hint From 4bc38174bbc37a8b7b6b47fd5e6c008936f6408f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 12:53:56 +0000 Subject: [PATCH 156/206] split one episode content into three --- config.yaml | 14 +- episodes/delays-challenges.Rmd | 519 ++++++++++++++++++ episodes/delays-functions.Rmd | 576 ++++++++++++++++++++ episodes/read-delays.Rmd | 943 +-------------------------------- 4 files changed, 1104 insertions(+), 948 deletions(-) create mode 100644 episodes/delays-challenges.Rmd create mode 100644 episodes/delays-functions.Rmd diff --git a/config.yaml b/config.yaml index b223410f..43557491 100644 --- a/config.yaml +++ b/config.yaml @@ -14,10 +14,10 @@ carpentry: 'incubator' title: 'Reading and cleaning data for outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) -created: +created: # Comma-separated list of keywords for the lesson -keywords: +keywords: # Life cycle stage of the lesson # possible values: pre-alpha, alpha, beta, stable @@ -58,17 +58,19 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - read-delays.Rmd +- delays-functions.Rmd +- delays-challenges.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # diff --git a/episodes/delays-challenges.Rmd b/episodes/delays-challenges.Rmd new file mode 100644 index 00000000..020e212a --- /dev/null +++ b/episodes/delays-challenges.Rmd @@ -0,0 +1,519 @@ +--- +title: 'Add more delays' +teaching: 10 +exercises: 2 +editor_options: + chunk_output_type: inline +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- How to get delay distributions from a systematic review? +- How to connect reused delays with my existing analysis pipeline? +- When should delays be reused from a systematic review? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Get delays from a systematic review with `{epiparameter}`. +- Get statistical summaries and distribution parameters of delay distributions. +- Use distribution functions from delay distributions. +- Convert a continuous to a discrete delay distribution. + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: prereq + +## Prerequisites + +This episode requires you to be familiar with: + +**Data science** : Basic programming with R. + +**Epidemic theory** : Epidemiological parameters. Time periods. + +::::::::::::::::::::::::::::::::: + +## Introduction + +We have practice how to get epidemiological parameters from the literature and used them as input for other packages. + +Here you will find complementary challenges and resources to continue your learning path! + +## Adjusting for reporting delays + +Estimating $R_t$ requires data on the daily number of new infections. Due to lags in the development of detectable viral loads, symptom onset, seeking care, and reporting, these numbers are not readily available. All observations reflect transmission events from some time in the past. In other words, if $d$ is the delay from infection to observation, then observations at time $t$ inform $R_{t−d}$, not $R_t$. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007) + +![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) + +The **delay distribution** could be inferred jointly with the underlying times of infection or estimated as the sum of the **[incubation period](../learners/reference.md#incubation)** distribution and the distribution of delays from symptom onset to observation from line list data **([reporting delay](../learners/reference.md#reportingdelay))**. + +For `{EpiNow2}`, we can specify these two complementary delay distributions in the `delays` argument. + +![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) + +::::::::::::::::::::::::::::::::: challenge + +### Reuse an Incubation period for COVID-19 + +Use `{epiparameter}` to: + +- Find an incubation period for COVID-19. +- Add our last `epinow()` code chunk using the `delays` argument and the `delay_opts()` helper function. + +::::::::::::::::: hint + +The `delays` argument and the `delay_opts()` helper function are analogous to the `generation_time` argument and the `generation_time_opts()` helper function. + +```r +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(serial_interval_covid), + delays = delay_opts(incubation_time_covid), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) +``` + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=TRUE} +covid_incubation <- epiparameter::epidist_db( + disease = "covid", + epi_dist = "incubation", + author = "Natalie", + single_epidist = TRUE +) + +# adapt epiparameter to epinow2 +covid_incubation_discrete <- epiparameter::discretise(covid_incubation) + +incubation_time_covid <- + dist_spec( + mean = covid_incubation$summary_stats$mean, + sd = covid_incubation$summary_stats$sd, + max = quantile(covid_incubation_discrete, p = 0.999), + distribution = "lognormal" # do not forget this! + ) + +# run epinow +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(serial_interval_covid), + delays = delay_opts(incubation_time_covid), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +base::plot(epinow_estimates) +``` + +:::::::::::::::::::::::::: + +:::::::::::::: solution + +### How much has it changed? + +After adding the incubation period, discuss: + +- Does the retrospective trend of forecast change? +- Has the uncertainty changed? +- How would you explain or interpret any of these changes? + +:::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::: challenge + +### Ebola's effective reproduction number was adjusted by reporting delays + +Using the same [Ebola dataset](data/ebola_cases.csv): + +- Reuse one additional epidemiological parameter for the `delays` argument in `EpiNow2::epinow()`. +- Estimate the effective reproduction number using `EpiNow2::epinow()`. +- Why did you choose that parameter? + +::::::::::::::::: hint + +We can use two complementary delay distributions to estimate the $R_t$ at time $t$. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=TRUE,echo=FALSE} +# read data from the tutorial repository R project +ebola_confirmed <- + read_csv(file.path("data", "ebola_cases.csv")) +``` + +```{r,eval=FALSE,echo=TRUE} +# read data +# e.g.: if path to file is data/raw-data/ebola_cases.csv then: +ebola_confirmed <- + read_csv(here::here("data", "raw-data", "ebola_cases.csv")) + +# list distributions +epidist_db(disease = "ebola") %>% + list_distributions() +``` + +```{r,message=FALSE,warning=FALSE,eval=TRUE} +# subset one distribution for the generation time +ebola_serial <- epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE +) + +# adapt epiparameter to epinow2 +ebola_serial_discrete <- discretise(ebola_serial) + +serial_interval_ebola <- + dist_spec( + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = quantile(ebola_serial_discrete, p = 0.999), + distribution = "gamma" + ) + +# subset one distribution for delay of the incubation period +ebola_incubation <- epidist_db( + disease = "ebola", + epi_dist = "incubation", + single_epidist = TRUE +) + +# adapt epiparameter to epinow2 +ebola_incubation_discrete <- discretise(ebola_incubation) + +incubation_period_ebola <- + dist_spec( + mean = ebola_incubation$summary_stats$mean, + sd = ebola_incubation$summary_stats$sd, + max = quantile(ebola_serial_discrete, p = 0.999), + distribution = "gamma" + ) + +# run epinow +epinow_estimates <- epinow( + # cases + reported_cases = ebola_confirmed, + # delays + generation_time = generation_time_opts(serial_interval_ebola), + delays = delay_opts(incubation_period_ebola), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) + +``` + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::: challenge + +### Extract parameters + +Use the `influenza_england_1978_school` from the `{outbreaks}` package to calculate the effective reproduction number. + +::::::::::::::::: hint + +How to get the mean and standard deviation from a generation time with only distribution parameters but no summary statistics like `mean` or `sd` for `EpiNow2::dist_spec()`? + +- Look at how to extract parameters from `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) + +:::::::::::::::::::::: + +::::::::::::::::: solution + + + +```{r,eval=TRUE} +# What parameters are available for Influenza? +epidist_db(disease = "influenza") %>% + list_distributions() %>% + as_tibble() %>% + count(epi_distribution) + +influenza_generation <- + epidist_db( + disease = "influenza", + epi_dist = "generation" + ) + +influenza_generation_discrete <- + discretise(influenza_generation) + +# we have a problem +# the summary statistics do not have mean and sd +influenza_generation$summary_stats + +# one solution is to +# get parameters and convert to summary statistics + +# first, +# get parameters +influenza_generation_params <- + get_parameters(influenza_generation) + +# then, +# convert distribution parameters to summary statistics +influenza_converted <- + convert_params_to_summary_stats( + distribution = "weibull", + shape = influenza_generation_params["shape"], + scale = influenza_generation_params["scale"] + ) + +influenza_converted + +# however, dist_spec() only accepts lognormal or gamma distributions +# then, we can rely on getting the pmf +# this follows the same code as for the ggplot2 above! + +influenza_generation_pmf <- + # from a maximum value from the distribution + quantile(influenza_generation_discrete, p = 0.999) %>% + # generate quantile values + # as a sequence for each natural number + seq(1L, to = ., by = 1L) %>% + # coerce numeric vector to data frame + as_tibble_col(column_name = "quantile_values") %>% + # calculate density values + # for each quantile in the density function + mutate( + density_values = density( + x = covid_serialint_discrete, + at = quantile_values + ) + ) + +influenza_generation_pmf + +generation_time_influenza <- + dist_spec( + pmf = influenza_generation_pmf %>% pull(density_values) + ) + +influenza_cleaned <- + outbreaks::influenza_england_1978_school %>% + select(date, confirm = in_bed) + +epinow_estimates <- epinow( + # cases + reported_cases = influenza_cleaned, + # delays + generation_time = generation_time_opts(generation_time_influenza), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) +``` + + + + + + + + + + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + +## When to reuse? When to estimate? + +In the early stage of an outbreak, we can rely on reusing parameters for known pathogens to unknown ones, like for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). + +But when data from **lines list paired with contact tracing** is available, we can estimate the key delay distributions that best fit our data. These will help us to inform, compare and update any previous estimate about questions like: + +- How long should contacts be followed? +- What is the required duration of contact tracing? +- How long should cases be isolated to reduce transmission? + +However, the methods to accurately estimate delays like the generation interval from contact tracing data involve adjusting for biases like **[censoring](../learners/reference.md#censoring)**, **[right truncation](../learners/reference.md#truncation)** and **[epidemic phase bias](../learners/reference.md#phasebias)**. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) + +We can identify what entries in the `{epiparameter}` library assessed for these biases in their methodology with the `method_assess` nested entry: + +```{r} +covid_serialint$method_assess +``` + +::::::::::::::::: testimonial + +### How to estimate delay distributions for Disease X? + +Refer to this excellent tutorial on estimating the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. + +- Tutorial in English: +- Tutorial en Español: + +::::::::::::::::::::::::::::: + +:::::::::::::::::::::::::: spoiler + +### How to assess for pre-symptomatic infection? + +The lengths of the Serial interval and Incubation period determine the type of disease transmission. + +![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) + +Estimating the proportion of pre-symptomatic infections, or the extent to which infectiousness precedes symptom onset will determine the effectiveness of contact tracing and the feasibility of controlling an outbreak ([Fraser et al., 2004](https://www.pnas.org/doi/full/10.1073/pnas.0307506101) and [Hellewell et al., 2020](https://www.thelancet.com/article/S2214-109X(20)30074-7/fulltext)). + + + +![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read the main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) + +Meta-analysis on the proportion of pre-symptomatic and asymptomatic transmission in SARS-CoV-2 found limitations of the evidence given high heterogeneity and high risk of selection and information bias between studies ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)). This is a call to action to improve the Outbreak Analytic pipelines to use and reuse in the early phase of an outbreak. + +::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::: challenge + +### What type of transmission? + +Compare the serial interval and incubation period of Influenza and MERS: + +- What type of transmission may Influenza has? +- What type of transmission may MERS has? +- Do these results correlate with the available evidence? + +::::::::::::::::: hint + +For types of transmission, we refer to infections with symptomatic or pre-symptomatic transmission. + +Key functions: + +- `epidist_db()` +- `epidist$summary_stats$` + +:::::::::::::::::::::: + +::::::::::::::::: solution + +In this solution we use `purrr::pluck()` to extract elements within the `summary_stats` object which is of class `list`. + +```{r,eval=TRUE} +# pre-symptomatic transmission +epidist_db( + disease = "influenza", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "influenza", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +# symptomatic transmission +epidist_db( + disease = "mers", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("median") + +epidist_db( + disease = "mers", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") +``` + +```{r,eval=TRUE} +# pre-symptomatic transmission +epidist_db( + disease = "covid", + epi_dist = "incubation", + author = "Stephen", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +# symptomatic transmission +epidist_db( + disease = "ebola", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") +``` + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + + + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `{epiparameter}` to access the systematic review catalogue of epidemiological delay distributions. +- Use `epidist_db()` to select single delay distributions. +- Use `list_distributions()` for an overview of multiple delay distributions. +- Use `discretise()` to convert continuous to discrete delay distributions. +- Use `{epiparameter}` probability functions for any delay distributions. + +:::::::::::::::::::::::::::::::::::::::::::::::: + diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd new file mode 100644 index 00000000..ddc77341 --- /dev/null +++ b/episodes/delays-functions.Rmd @@ -0,0 +1,576 @@ +--- +title: 'Input delay data' +teaching: 10 +exercises: 2 +editor_options: + chunk_output_type: inline +--- + +:::::::::::::::::::::::::::::::::::::: questions + +- How to get delay distributions from a systematic review? +- How to connect reused delays with my existing analysis pipeline? +- When should delays be reused from a systematic review? + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: objectives + +- Get delays from a systematic review with `{epiparameter}`. +- Get statistical summaries and distribution parameters of delay distributions. +- Use distribution functions from delay distributions. +- Convert a continuous to a discrete delay distribution. + +:::::::::::::::::::::::::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::: prereq + +## Prerequisites + +This episode requires you to be familiar with: + +**Data science** : Basic programming with R. + +**Epidemic theory** : Epidemiological parameters. Time periods. + +::::::::::::::::::::::::::::::::: + +## Introduction + +Now, we have an epidemiological parameter we can reuse! We can replace the **summary statistics** numbers we plug into `EpiNow2::dist_spec()`. + +Let's assign this `` class object to the `covid_serialint` object. + +```{r} +covid_serialint <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = TRUE + ) + +covid_serialint +``` + + + +But, how can we plug them into `{EpiNow2}`? In this lesson we are going to review the distributions functions that `{epiparameter}` provides to get the value we need for this and any other package downstream in the pipeline! + +## Continuous distributions + +The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: + +```{r} +distribution <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial" + ) + +distribution %>% + list_distributions() +``` + +Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: + +```{r,eval=FALSE} +distribution %>% + # pluck the first entry in the object class + pluck(1) %>% + # check if object have distribution parameters + is_parameterised() +``` + +::::::::::::::::: spoiler + +### Parameterised entries have an Inference method + +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: + +```{r,eval=FALSE} +distribution[[1]]$metadata$inference_method +distribution[[2]]$metadata$inference_method +distribution[[4]]$metadata$inference_method +``` + +::::::::::::::::::::::::: + +In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). + +```{r} +distribution %>% + list_distributions() +``` + +In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: + +- the *Probability Density Function (PDF)* and +- the *Cumulative Distribution Function (CDF)*. + +```{r} +# get a single object +distribution_single <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + single_epidist = TRUE + ) + +# plot object +plot(distribution_single) +``` + +With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore how this looks like: + +```{r,eval=FALSE} +# plot object +plot(distribution_single, day_range = 0:20) +``` + +::::::::::::::::: discussion + +### The distribution Zoo + +Explore this shinyapp called **The Distribution Zoo**! + +Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): + +1. Access to shinyapp website, +2. Go to the left panel, +3. Keep the *Category of distribution*: `Continuous Univariate`, +4. Select a new *Type of distribution*: `Log-Normal`, +5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. + +Replicate these with the `distribution` object and all its list elements: `[[2]]`, `[[3]]`, and `[[4]]`. Explore how the shape of a distribution changes when its parameters change. + +Share about: + +- What other features of the website do you find helpful? + +::::::::::::::::::::::::: + +::::::::::::::::::::::::: instructor + +For shinyapps like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/): + +A slider, in the context of user interfaces and graphical user interfaces (GUIs), is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. + +::::::::::::::::::::::::: + +## Distribution functions + +In R, all the statistical distributions have functions to access the: + +- Probability **Density** function (PDF), +- Cumulative Distribution function (**CDF**), +- **Quantile** function, and +- **Random** values from the given distribution. + +:::::::::::: spoiler + +### Functions for the Normal distribution + +If you need it, read in detail about the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), each of its definitions and identify in which part of a distribution they are located! + +![The four probability functions for the normal distribution ([Jack Weiss, 2012](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc))](fig/fig5a-normaldistribution.png) + +:::::::::::::::::::: + +If you look at `?stats::Distributions`, each type of distribution has a unique set of functions. However, `{epiparameter}` gives you the same four functions to access each of the values above for any `` object you want! + +```{r,eval=FALSE} +# plot this to have a visual reference +plot(covid_serialint, day_range = 0:20) +``` + +```{r} +# the density value at quantile value of 10 (days) +density(covid_serialint, at = 10) + +# the cumulative probability at quantile value of 10 (days) +cdf(covid_serialint, q = 10) + +# the quantile value (day) at a cumulative probability of 60% +quantile(covid_serialint, p = 0.6) + +# generate 10 random values (days) given +# the distribution family and its parameters +generate(covid_serialint, times = 10) +``` + +::::::::: instructor + +Access to the reference documentation (Help files) for these functions is accessible with the three double-colon notation: `epiparameter:::` + +- `?epiparameter:::density.epidist()` +- `?epiparameter:::cdf.epidist()` +- `?epiparameter:::quantile.epidist()` +- `?epiparameter:::generate.epidist()` + +:::::::::::::::::: + +::::::::::::::::::::::::::::::::: challenge + +### Window for contact tracing and the Serial interval + +The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). Depending on the serial interval, we can evaluate the need to expand the number of days pre-onset to consider in the contact tracing to include more backwards contacts ([Davis et al., 2020](https://assets.publishing.service.gov.uk/media/61e9ab3f8fa8f50597fb3078/S0523_Oxford_-_Backwards_contact_tracing.pdf)). + +With the COVID-19 serial interval (`covid_serialint`) calculate: + +- How much more of the backward cases could be captured if the contact tracing method considered contacts up to 6 days pre-onset compared to 2 days pre-onset? + +::::::::::::::::: hint + +In Figure 5 from the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), the shadowed section represents a cumulative probability of `0.997` for the quantile value at `x = 2`. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=FALSE} +plot(covid_serialint) +``` + +```{r,eval=TRUE} +cdf(covid_serialint, q = 2) +cdf(covid_serialint, q = 6) +``` + +Given the COVID-19 serial interval: + +- A contact tracing method considering contacts up to 2 days pre-onset will capture around 11.1% of backward cases. + +- If this period is extended to 6 days pre-onset, this could include 76.2% of backward contacts. + +:::::::::::::::::::::::::: + +::::::::::::::::: solution + +### What if + +If we exchange the question between days and cumulative probability to: + +- When considering secondary cases, how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? + +```{r,eval=FALSE} +quantile(covid_serialint, p = 0.55) +``` + +An interpretation could be: + +- The 55% percent of the symptom onset of secondary cases will happen after 4.2 days after the symptom onset of primary cases. + +:::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::::::::::::: + + +## Discretize a continuous distribution + +We are getting closer to the end! `EpiNow2::dist_spec()` still needs a maximum value (`max`). + +One way to do this is to get the quantile value for the distribution's 99.9th percentile or `0.999` cumulative probability. For this, we need access to the set of distribution functions for our `` object. + +We can use the set of distribution functions for a _continuous_ distribution (as above). However, these values will be _continuous_ numbers. We can **discretize** the continuous distribution stored in our `` object to get discrete values from a continuous distribution. + +When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: + +```{r} +covid_serialint_discrete <- + epiparameter::discretise(covid_serialint) + +covid_serialint_discrete +``` + +We identify this change in the `Distribution:` output line of the `` object. Take a double check to this line: + +``` +Distribution: discrete lnorm +``` + +While for a **continuous** distribution, we plot the *Probability Density Function (PDF)*, for a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: + +```{r,eval=FALSE} +# continuous +plot(covid_serialint) + +# discrete +plot(covid_serialint_discrete) +``` + +To finally get a `max` value, let's access the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access the `summary_stats` values. + +```{r} +covid_serialint_discrete_max <- + quantile(covid_serialint_discrete, p = 0.999) +``` + +::::::::::::::::::::::::::::::::: challenge + +### Lenght of quarantine and Incubation period + +The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). + +Calculate: + +- Within what exact time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? + +::::::::::::::::: hint + +What delay distribution measures the time between infection and the onset of symptoms? + +The probability function for `` **discrete** distributions are the same that we used for the *continuous* ones! + +```{r,eval=FALSE} +# plot to have a visual reference +plot(covid_serialint_discrete, day_range = 0:20) + +# density value at quantile value 10 (day) +density(covid_serialint_discrete, at = 10) + +# cumulative probability at quantile value 10 (day) +cdf(covid_serialint_discrete, q = 10) + +# In what quantile value (days) do we have the 60% cumulative probability? +quantile(covid_serialint_discrete, p = 0.6) + +# generate random values +generate(covid_serialint_discrete, times = 10) +``` + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=TRUE} +covid_incubation <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "incubation", + single_epidist = TRUE + ) + +covid_incubation_discrete <- epiparameter::discretise(covid_incubation) + +quantile(covid_incubation_discrete, p = 0.99) +``` + +99% of those who develop COVID-19 symptoms will do so within 16 days of infection. + +Now, _Is this result expected in epidemiological terms?_ + +:::::::::::::::::::::::::: + +::::::::::::::::: solution + +### how to create a distribution plot? + +From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate `density()` values for each: + +```{r,eval=TRUE} +# create a discrete distribution visualization +# from a maximum value from the distribution +quantile(covid_serialint_discrete, p = 0.999) %>% + # generate quantile values + # as a sequence for each natural number + seq(1L, to = ., by = 1L) %>% + # coerce numeric vector to data frame + as_tibble_col(column_name = "quantile_values") %>% + mutate( + # calculate density values + # for each quantile in the density function + density_values = + density( + x = covid_serialint_discrete, + at = quantile_values + ) + ) %>% + # create plot + ggplot( + aes( + x = quantile_values, + y = density_values + ) + ) + + geom_col() +``` + +**Remember:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + +## Plug-in `{epiparameter}` to `{EpiNow2}` + +Now we can plug everything into the `EpiNow2::dist_spec()` function! + +- the **summary statistics** `mean` and `sd` of the distribution, +- a maximum value `max`, +- the `distribution` name. + +```{r} +serial_interval_covid <- + dist_spec( + mean = covid_serialint$summary_stats$mean, + sd = covid_serialint$summary_stats$sd, + max = covid_serialint_discrete_max, + distribution = "lognormal" + ) + +serial_interval_covid +``` + +:::::::::: callout + +### Warning + +Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates, even more so in diseases with reported pre-symptomatic transmission. ([Chung Lau et al., 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)) + +:::::::::::::::::: + +Let's replace the `generation_time` input we used for `EpiNow2::epinow()`. + +```{r,eval=FALSE} +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(serial_interval_covid), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +base::plot(epinow_estimates) +``` + +::::::::::::::::::::::::::::::::: challenge + +### Ebola's effective reproduction number + +Download and read the [Ebola dataset](data/ebola_cases.csv): + +- Reuse one epidemiological parameter to estimate the effective reproduction number for the Ebola dataset. +- Why did you choose that parameter? + +::::::::::::::::: hint + +To calculate the $R_t$, we need: + +- data set with confirmed cases per day and +- one key delay distribution + +Key functions we applied in this episode are: + +- `epidist_db()` +- `list_distributions()` +- `discretise()` +- probability functions for continuous and discrete distributions + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=TRUE,echo=FALSE} +# read data from the tutorial repository R project +ebola_confirmed <- + read_csv(file.path("data", "ebola_cases.csv")) +``` + +```{r,eval=FALSE,echo=TRUE} +# read data +# e.g.: if path to file is data/raw-data/ebola_cases.csv then: +ebola_confirmed <- + read_csv(here::here("data", "raw-data", "ebola_cases.csv")) + +# list distributions +epidist_db(disease = "ebola") %>% + list_distributions() +``` + +```{r,message=FALSE,warning=FALSE,eval=TRUE} +# subset one distribution +ebola_serial <- epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE +) + +# adapt epiparameter to epinow2 +ebola_serial_discrete <- discretise(ebola_serial) + +ebola_serial_discrete_max <- quantile(ebola_serial_discrete, p = 0.999) + +serial_interval_ebola <- + dist_spec( + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = ebola_serial_discrete_max, + distribution = "gamma" # don't forget! it's a must! + ) + +# run epinow +epinow_estimates <- epinow( + # cases + reported_cases = ebola_confirmed, + # delays + generation_time = generation_time_opts(serial_interval_ebola), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) + +``` + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + + +::::::::::::::::::::::::::::::::::::: keypoints + +- Use `{epiparameter}` to access the systematic review catalogue of epidemiological delay distributions. +- Use `epidist_db()` to select single delay distributions. +- Use `list_distributions()` for an overview of multiple delay distributions. +- Use `discretise()` to convert continuous to discrete delay distributions. +- Use `{epiparameter}` probability functions for any delay distributions. + +:::::::::::::::::::::::::::::::::::::::::::::::: + diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index e73e1ab5..3f4a9d4f 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1,5 +1,5 @@ --- -title: 'Read delays' +title: 'Reuse delay data' teaching: 10 exercises: 2 editor_options: @@ -494,947 +494,6 @@ ebola_severity$summary_stats$mean_ci_limits ::::::::::::::::::::::::::::::::::::::::::: - -## Continuous distributions - -The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: - -```{r} -distribution <- - epiparameter::epidist_db( - disease = "covid", - epi_dist = "serial" - ) - -distribution %>% - list_distributions() -``` - -Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: - -```{r,eval=FALSE} -distribution %>% - # pluck the first entry in the object class - pluck(1) %>% - # check if object have distribution parameters - is_parameterised() -``` - -::::::::::::::::: spoiler - -### Parameterised entries have an Inference method - -As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: - -```{r,eval=FALSE} -distribution[[1]]$metadata$inference_method -distribution[[2]]$metadata$inference_method -distribution[[4]]$metadata$inference_method -``` - -::::::::::::::::::::::::: - -In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). - -```{r} -distribution %>% - list_distributions() -``` - -In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: - -- the *Probability Density Function (PDF)* and -- the *Cumulative Distribution Function (CDF)*. - -```{r} -# get a single object -distribution_single <- - epiparameter::epidist_db( - disease = "covid", - epi_dist = "serial", - single_epidist = TRUE - ) - -# plot object -plot(distribution_single) -``` - -With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore how this looks like: - -```{r,eval=FALSE} -# plot object -plot(distribution_single, day_range = 0:20) -``` - -::::::::::::::::: discussion - -### The distribution Zoo - -Explore this shinyapp called **The Distribution Zoo**! - -Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): - -1. Access to shinyapp website, -2. Go to the left panel, -3. Keep the *Category of distribution*: `Continuous Univariate`, -4. Select a new *Type of distribution*: `Log-Normal`, -5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. - -Replicate these with the `distribution` object and all its list elements: `[[2]]`, `[[3]]`, and `[[4]]`. Explore how the shape of a distribution changes when its parameters change. - -Share about: - -- What other features of the website do you find helpful? - -::::::::::::::::::::::::: - -::::::::::::::::::::::::: instructor - -For shinyapps like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/): - -A slider, in the context of user interfaces and graphical user interfaces (GUIs), is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. - -::::::::::::::::::::::::: - -## Distribution functions - -In R, all the statistical distributions have functions to access the: - -- Probability **Density** function (PDF), -- Cumulative Distribution function (**CDF**), -- **Quantile** function, and -- **Random** values from the given distribution. - -:::::::::::: spoiler - -### Functions for the Normal distribution - -If you need it, read in detail about the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), each of its definitions and identify in which part of a distribution they are located! - -![The four probability functions for the normal distribution ([Jack Weiss, 2012](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc))](fig/fig5a-normaldistribution.png) - -:::::::::::::::::::: - -If you look at `?stats::Distributions`, each type of distribution has a unique set of functions. However, `{epiparameter}` gives you the same four functions to access each of the values above for any `` object you want! - -```{r,eval=FALSE} -# plot this to have a visual reference -plot(covid_serialint, day_range = 0:20) -``` - -```{r} -# the density value at quantile value of 10 (days) -density(covid_serialint, at = 10) - -# the cumulative probability at quantile value of 10 (days) -cdf(covid_serialint, q = 10) - -# the quantile value (day) at a cumulative probability of 60% -quantile(covid_serialint, p = 0.6) - -# generate 10 random values (days) given -# the distribution family and its parameters -generate(covid_serialint, times = 10) -``` - -::::::::: instructor - -Access to the reference documentation (Help files) for these functions is accessible with the three double-colon notation: `epiparameter:::` - -- `?epiparameter:::density.epidist()` -- `?epiparameter:::cdf.epidist()` -- `?epiparameter:::quantile.epidist()` -- `?epiparameter:::generate.epidist()` - -:::::::::::::::::: - -::::::::::::::::::::::::::::::::: challenge - -### Window for contact tracing and the Serial interval - -The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). Depending on the serial interval, we can evaluate the need to expand the number of days pre-onset to consider in the contact tracing to include more backwards contacts ([Davis et al., 2020](https://assets.publishing.service.gov.uk/media/61e9ab3f8fa8f50597fb3078/S0523_Oxford_-_Backwards_contact_tracing.pdf)). - -With the COVID-19 serial interval (`covid_serialint`) calculate: - -- How much more of the backward cases could be captured if the contact tracing method considered contacts up to 6 days pre-onset compared to 2 days pre-onset? - -::::::::::::::::: hint - -In Figure 5 from the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), the shadowed section represents a cumulative probability of `0.997` for the quantile value at `x = 2`. - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=FALSE} -plot(covid_serialint) -``` - -```{r,eval=TRUE} -cdf(covid_serialint, q = 2) -cdf(covid_serialint, q = 6) -``` - -Given the COVID-19 serial interval: - -- A contact tracing method considering contacts up to 2 days pre-onset will capture around 11.1% of backward cases. - -- If this period is extended to 6 days pre-onset, this could include 76.2% of backward contacts. - -:::::::::::::::::::::::::: - -::::::::::::::::: solution - -### What if - -If we exchange the question between days and cumulative probability to: - -- When considering secondary cases, how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? - -```{r,eval=FALSE} -quantile(covid_serialint, p = 0.55) -``` - -An interpretation could be: - -- The 55% percent of the symptom onset of secondary cases will happen after 4.2 days after the symptom onset of primary cases. - -:::::::::::::::::::::::::: - - -::::::::::::::::::::::::::::::::::::::::::: - - -## Discretize a continuous distribution - -We are getting closer to the end! `EpiNow2::dist_spec()` still needs a maximum value (`max`). - -One way to do this is to get the quantile value for the distribution's 99.9th percentile or `0.999` cumulative probability. For this, we need access to the set of distribution functions for our `` object. - -We can use the set of distribution functions for a _continuous_ distribution (as above). However, these values will be _continuous_ numbers. We can **discretize** the continuous distribution stored in our `` object to get discrete values from a continuous distribution. - -When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: - -```{r} -covid_serialint_discrete <- - epiparameter::discretise(covid_serialint) - -covid_serialint_discrete -``` - -We identify this change in the `Distribution:` output line of the `` object. Take a double check to this line: - -``` -Distribution: discrete lnorm -``` - -While for a **continuous** distribution, we plot the *Probability Density Function (PDF)*, for a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: - -```{r,eval=FALSE} -# continuous -plot(covid_serialint) - -# discrete -plot(covid_serialint_discrete) -``` - -To finally get a `max` value, let's access the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access the `summary_stats` values. - -```{r} -covid_serialint_discrete_max <- - quantile(covid_serialint_discrete, p = 0.999) -``` - -::::::::::::::::::::::::::::::::: challenge - -### Lenght of quarantine and Incubation period - -The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). - -Calculate: - -- Within what exact time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? - -::::::::::::::::: hint - -What delay distribution measures the time between infection and the onset of symptoms? - -The probability function for `` **discrete** distributions are the same that we used for the *continuous* ones! - -```{r,eval=FALSE} -# plot to have a visual reference -plot(covid_serialint_discrete, day_range = 0:20) - -# density value at quantile value 10 (day) -density(covid_serialint_discrete, at = 10) - -# cumulative probability at quantile value 10 (day) -cdf(covid_serialint_discrete, q = 10) - -# In what quantile value (days) do we have the 60% cumulative probability? -quantile(covid_serialint_discrete, p = 0.6) - -# generate random values -generate(covid_serialint_discrete, times = 10) -``` - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=TRUE} -covid_incubation <- - epiparameter::epidist_db( - disease = "covid", - epi_dist = "incubation", - single_epidist = TRUE - ) - -covid_incubation_discrete <- epiparameter::discretise(covid_incubation) - -quantile(covid_incubation_discrete, p = 0.99) -``` - -99% of those who develop COVID-19 symptoms will do so within 16 days of infection. - -Now, _Is this result expected in epidemiological terms?_ - -:::::::::::::::::::::::::: - -::::::::::::::::: solution - -### how to create a distribution plot? - -From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate `density()` values for each: - -```{r,eval=TRUE} -# create a discrete distribution visualization -# from a maximum value from the distribution -quantile(covid_serialint_discrete, p = 0.999) %>% - # generate quantile values - # as a sequence for each natural number - seq(1L, to = ., by = 1L) %>% - # coerce numeric vector to data frame - as_tibble_col(column_name = "quantile_values") %>% - mutate( - # calculate density values - # for each quantile in the density function - density_values = - density( - x = covid_serialint_discrete, - at = quantile_values - ) - ) %>% - # create plot - ggplot( - aes( - x = quantile_values, - y = density_values - ) - ) + - geom_col() -``` - -**Remember:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - -## Plug-in `{epiparameter}` to `{EpiNow2}` - -Now we can plug everything into the `EpiNow2::dist_spec()` function! - -- the **summary statistics** `mean` and `sd` of the distribution, -- a maximum value `max`, -- the `distribution` name. - -```{r} -serial_interval_covid <- - dist_spec( - mean = covid_serialint$summary_stats$mean, - sd = covid_serialint$summary_stats$sd, - max = covid_serialint_discrete_max, - distribution = "lognormal" - ) - -serial_interval_covid -``` - -:::::::::: callout - -### Warning - -Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates, even more so in diseases with reported pre-symptomatic transmission. ([Chung Lau et al., 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)) - -:::::::::::::::::: - -Let's replace the `generation_time` input we used for `EpiNow2::epinow()`. - -```{r,eval=FALSE} -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # delays - generation_time = generation_time_opts(serial_interval_covid), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) - -base::plot(epinow_estimates) -``` - -::::::::::::::::::::::::::::::::: challenge - -### Ebola's effective reproduction number - -Download and read the [Ebola dataset](data/ebola_cases.csv): - -- Reuse one epidemiological parameter to estimate the effective reproduction number for the Ebola dataset. -- Why did you choose that parameter? - -::::::::::::::::: hint - -To calculate the $R_t$, we need: - -- data set with confirmed cases per day and -- one key delay distribution - -Key functions we applied in this episode are: - -- `epidist_db()` -- `list_distributions()` -- `discretise()` -- probability functions for continuous and discrete distributions - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=TRUE,echo=FALSE} -# read data from the tutorial repository R project -ebola_confirmed <- - read_csv(file.path("data", "ebola_cases.csv")) -``` - -```{r,eval=FALSE,echo=TRUE} -# read data -# e.g.: if path to file is data/raw-data/ebola_cases.csv then: -ebola_confirmed <- - read_csv(here::here("data", "raw-data", "ebola_cases.csv")) - -# list distributions -epidist_db(disease = "ebola") %>% - list_distributions() -``` - -```{r,message=FALSE,warning=FALSE,eval=TRUE} -# subset one distribution -ebola_serial <- epidist_db( - disease = "ebola", - epi_dist = "serial", - single_epidist = TRUE -) - -# adapt epiparameter to epinow2 -ebola_serial_discrete <- discretise(ebola_serial) - -ebola_serial_discrete_max <- quantile(ebola_serial_discrete, p = 0.999) - -serial_interval_ebola <- - dist_spec( - mean = ebola_serial$summary_stats$mean, - sd = ebola_serial$summary_stats$sd, - max = ebola_serial_discrete_max, - distribution = "gamma" # don't forget! it's a must! - ) - -# run epinow -epinow_estimates <- epinow( - # cases - reported_cases = ebola_confirmed, - # delays - generation_time = generation_time_opts(serial_interval_ebola), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) - -plot(epinow_estimates) - -``` - -:::::::::::::::::::::::::: - - -::::::::::::::::::::::::::::::::::::::::::: - -## Adjusting for reporting delays - -Estimating $R_t$ requires data on the daily number of new infections. Due to lags in the development of detectable viral loads, symptom onset, seeking care, and reporting, these numbers are not readily available. All observations reflect transmission events from some time in the past. In other words, if $d$ is the delay from infection to observation, then observations at time $t$ inform $R_{t−d}$, not $R_t$. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007) - -![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) - -The **delay distribution** could be inferred jointly with the underlying times of infection or estimated as the sum of the **[incubation period](../learners/reference.md#incubation)** distribution and the distribution of delays from symptom onset to observation from line list data **([reporting delay](../learners/reference.md#reportingdelay))**. - -For `{EpiNow2}`, we can specify these two complementary delay distributions in the `delays` argument. - -![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) - -::::::::::::::::::::::::::::::::: challenge - -### Reuse an Incubation period for COVID-19 - -Use `{epiparameter}` to: - -- Find an incubation period for COVID-19. -- Add our last `epinow()` code chunk using the `delays` argument and the `delay_opts()` helper function. - -::::::::::::::::: hint - -The `delays` argument and the `delay_opts()` helper function are analogous to the `generation_time` argument and the `generation_time_opts()` helper function. - -```r -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # delays - generation_time = generation_time_opts(serial_interval_covid), - delays = delay_opts(incubation_time_covid), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) -``` - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=TRUE} -covid_incubation <- epiparameter::epidist_db( - disease = "covid", - epi_dist = "incubation", - author = "Natalie", - single_epidist = TRUE -) - -# adapt epiparameter to epinow2 -covid_incubation_discrete <- epiparameter::discretise(covid_incubation) - -incubation_time_covid <- - dist_spec( - mean = covid_incubation$summary_stats$mean, - sd = covid_incubation$summary_stats$sd, - max = quantile(covid_incubation_discrete, p = 0.999), - distribution = "lognormal" # do not forget this! - ) - -# run epinow -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # delays - generation_time = generation_time_opts(serial_interval_covid), - delays = delay_opts(incubation_time_covid), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) - -base::plot(epinow_estimates) -``` - -:::::::::::::::::::::::::: - -:::::::::::::: solution - -### How much has it changed? - -After adding the incubation period, discuss: - -- Does the retrospective trend of forecast change? -- Has the uncertainty changed? -- How would you explain or interpret any of these changes? - -:::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - -::::::::::::::::::::::::::::::::: challenge - -### Ebola's effective reproduction number was adjusted by reporting delays - -Using the same [Ebola dataset](data/ebola_cases.csv): - -- Reuse one additional epidemiological parameter for the `delays` argument in `EpiNow2::epinow()`. -- Estimate the effective reproduction number using `EpiNow2::epinow()`. -- Why did you choose that parameter? - -::::::::::::::::: hint - -We can use two complementary delay distributions to estimate the $R_t$ at time $t$. - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r,eval=TRUE,echo=FALSE} -# read data from the tutorial repository R project -ebola_confirmed <- - read_csv(file.path("data", "ebola_cases.csv")) -``` - -```{r,eval=FALSE,echo=TRUE} -# read data -# e.g.: if path to file is data/raw-data/ebola_cases.csv then: -ebola_confirmed <- - read_csv(here::here("data", "raw-data", "ebola_cases.csv")) - -# list distributions -epidist_db(disease = "ebola") %>% - list_distributions() -``` - -```{r,message=FALSE,warning=FALSE,eval=TRUE} -# subset one distribution for the generation time -ebola_serial <- epidist_db( - disease = "ebola", - epi_dist = "serial", - single_epidist = TRUE -) - -# adapt epiparameter to epinow2 -ebola_serial_discrete <- discretise(ebola_serial) - -serial_interval_ebola <- - dist_spec( - mean = ebola_serial$summary_stats$mean, - sd = ebola_serial$summary_stats$sd, - max = quantile(ebola_serial_discrete, p = 0.999), - distribution = "gamma" - ) - -# subset one distribution for delay of the incubation period -ebola_incubation <- epidist_db( - disease = "ebola", - epi_dist = "incubation", - single_epidist = TRUE -) - -# adapt epiparameter to epinow2 -ebola_incubation_discrete <- discretise(ebola_incubation) - -incubation_period_ebola <- - dist_spec( - mean = ebola_incubation$summary_stats$mean, - sd = ebola_incubation$summary_stats$sd, - max = quantile(ebola_serial_discrete, p = 0.999), - distribution = "gamma" - ) - -# run epinow -epinow_estimates <- epinow( - # cases - reported_cases = ebola_confirmed, - # delays - generation_time = generation_time_opts(serial_interval_ebola), - delays = delay_opts(incubation_period_ebola), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) - -plot(epinow_estimates) - -``` - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - -::::::::::::::::::::::::::::::::: challenge - -### Extract parameters - -Use the `influenza_england_1978_school` from the `{outbreaks}` package to calculate the effective reproduction number. - -::::::::::::::::: hint - -How to get the mean and standard deviation from a generation time with only distribution parameters but no summary statistics like `mean` or `sd` for `EpiNow2::dist_spec()`? - -- Look at how to extract parameters from `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) - -:::::::::::::::::::::: - -::::::::::::::::: solution - - - -```{r,eval=TRUE} -# What parameters are available for Influenza? -epidist_db(disease = "influenza") %>% - list_distributions() %>% - as_tibble() %>% - count(epi_distribution) - -influenza_generation <- - epidist_db( - disease = "influenza", - epi_dist = "generation" - ) - -influenza_generation_discrete <- - discretise(influenza_generation) - -# we have a problem -# the summary statistics do not have mean and sd -influenza_generation$summary_stats - -# one solution is to -# get parameters and convert to summary statistics - -# first, -# get parameters -influenza_generation_params <- - get_parameters(influenza_generation) - -# then, -# convert distribution parameters to summary statistics -influenza_converted <- - convert_params_to_summary_stats( - distribution = "weibull", - shape = influenza_generation_params["shape"], - scale = influenza_generation_params["scale"] - ) - -influenza_converted - -# however, dist_spec() only accepts lognormal or gamma distributions -# then, we can rely on getting the pmf -# this follows the same code as for the ggplot2 above! - -influenza_generation_pmf <- - # from a maximum value from the distribution - quantile(influenza_generation_discrete, p = 0.999) %>% - # generate quantile values - # as a sequence for each natural number - seq(1L, to = ., by = 1L) %>% - # coerce numeric vector to data frame - as_tibble_col(column_name = "quantile_values") %>% - # calculate density values - # for each quantile in the density function - mutate( - density_values = density( - x = covid_serialint_discrete, - at = quantile_values - ) - ) - -influenza_generation_pmf - -generation_time_influenza <- - dist_spec( - pmf = influenza_generation_pmf %>% pull(density_values) - ) - -influenza_cleaned <- - outbreaks::influenza_england_1978_school %>% - select(date, confirm = in_bed) - -epinow_estimates <- epinow( - # cases - reported_cases = influenza_cleaned, - # delays - generation_time = generation_time_opts(generation_time_influenza), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) - -plot(epinow_estimates) -``` - - - - - - - - - - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - -## When to reuse? When to estimate? - -In the early stage of an outbreak, we can rely on reusing parameters for known pathogens to unknown ones, like for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). - -But when data from **lines list paired with contact tracing** is available, we can estimate the key delay distributions that best fit our data. These will help us to inform, compare and update any previous estimate about questions like: - -- How long should contacts be followed? -- What is the required duration of contact tracing? -- How long should cases be isolated to reduce transmission? - -However, the methods to accurately estimate delays like the generation interval from contact tracing data involve adjusting for biases like **[censoring](../learners/reference.md#censoring)**, **[right truncation](../learners/reference.md#truncation)** and **[epidemic phase bias](../learners/reference.md#phasebias)**. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) - -We can identify what entries in the `{epiparameter}` library assessed for these biases in their methodology with the `method_assess` nested entry: - -```{r} -covid_serialint$method_assess -``` - -::::::::::::::::: testimonial - -### How to estimate delay distributions for Disease X? - -Refer to this excellent tutorial on estimating the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. - -- Tutorial in English: -- Tutorial en Español: - -::::::::::::::::::::::::::::: - -:::::::::::::::::::::::::: spoiler - -### How to assess for pre-symptomatic infection? - -The lengths of the Serial interval and Incubation period determine the type of disease transmission. - -![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) - -Estimating the proportion of pre-symptomatic infections, or the extent to which infectiousness precedes symptom onset will determine the effectiveness of contact tracing and the feasibility of controlling an outbreak ([Fraser et al., 2004](https://www.pnas.org/doi/full/10.1073/pnas.0307506101) and [Hellewell et al., 2020](https://www.thelancet.com/article/S2214-109X(20)30074-7/fulltext)). - - - -![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read the main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) - -Meta-analysis on the proportion of pre-symptomatic and asymptomatic transmission in SARS-CoV-2 found limitations of the evidence given high heterogeneity and high risk of selection and information bias between studies ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)). This is a call to action to improve the Outbreak Analytic pipelines to use and reuse in the early phase of an outbreak. - -::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::: challenge - -### What type of transmission? - -Compare the serial interval and incubation period of Influenza and MERS: - -- What type of transmission may Influenza has? -- What type of transmission may MERS has? -- Do these results correlate with the available evidence? - -::::::::::::::::: hint - -For types of transmission, we refer to infections with symptomatic or pre-symptomatic transmission. - -Key functions: - -- `epidist_db()` -- `epidist$summary_stats$` - -:::::::::::::::::::::: - -::::::::::::::::: solution - -In this solution we use `purrr::pluck()` to extract elements within the `summary_stats` object which is of class `list`. - -```{r,eval=TRUE} -# pre-symptomatic transmission -epidist_db( - disease = "influenza", - epi_dist = "incubation", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") - -epidist_db( - disease = "influenza", - epi_dist = "serial", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") - -# symptomatic transmission -epidist_db( - disease = "mers", - epi_dist = "incubation", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("median") - -epidist_db( - disease = "mers", - epi_dist = "serial", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") -``` - -```{r,eval=TRUE} -# pre-symptomatic transmission -epidist_db( - disease = "covid", - epi_dist = "incubation", - author = "Stephen", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") - -epidist_db( - disease = "covid", - epi_dist = "serial", - author = "Nishiura", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") - -# symptomatic transmission -epidist_db( - disease = "ebola", - epi_dist = "incubation", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") - -epidist_db( - disease = "ebola", - epi_dist = "serial", - single_epidist = TRUE -) %>% - pluck("summary_stats") %>% - pluck("mean") -``` - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - - Tutorial en Español: +**Then,** after you get your estimated values you can create manually your own` ` class objects with `epiparameter::epidist()`. Take a look to its [reference guide on "Create an `` object"](https://epiverse-trace.github.io/epiparameter/reference/epidist.html#ref-examples)! + ::::::::::::::::::::::::::::: :::::::::::::::::::::::::: spoiler diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 77c57aed..701488c2 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -76,6 +76,12 @@ This only seems to work in code chunks and R console! But, how can we plug them into `{EpiNow2}`? In this lesson we are going to review the distributions functions that `{epiparameter}` provides to get the value we need for this and any other package downstream in the pipeline! +```{r,warning=FALSE,message=FALSE} +library(epiparameter) +library(EpiNow2) +library(tidyverse) +``` + ## Continuous distributions The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: @@ -328,7 +334,7 @@ covid_serialint_discrete_max <- ::::::::::::::::::::::::::::::::: challenge -### Lenght of quarantine and Incubation period +### Length of quarantine and Incubation period The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). @@ -496,7 +502,7 @@ Key functions we applied in this episode are: ::::::::::::::::: solution -```{r,eval=TRUE,echo=FALSE} +```{r,eval=TRUE,echo=FALSE,message=FALSE,warning=FALSE} # read data from the tutorial repository R project ebola_confirmed <- read_csv(file.path("data", "ebola_cases.csv")) @@ -563,7 +569,7 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use distribution functions to get summary statistics and informative parameters for public health interventions from `` objects. +- Use distribution functions with `` objects to get summary statistics and informative parameters for public health interventions like the Window for contact tracing and Length of quarantine. - Use `discretise()` to convert continuous to discrete delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: From a98d2bbe9436f275172ea8622a4e9bc23cc8f80b Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:11:37 +0000 Subject: [PATCH 164/206] update question and objectives + new subtitle --- episodes/delays-challenges.Rmd | 14 +++----------- 1 file changed, 3 insertions(+), 11 deletions(-) diff --git a/episodes/delays-challenges.Rmd b/episodes/delays-challenges.Rmd index 87f59b97..305b88be 100644 --- a/episodes/delays-challenges.Rmd +++ b/episodes/delays-challenges.Rmd @@ -8,6 +8,7 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions +- How to get summary statistics from `` objects with only distribution parameters? - When should delays be reused from a systematic review? :::::::::::::::::::::::::::::::::::::::::::::::: @@ -15,6 +16,7 @@ editor_options: ::::::::::::::::::::::::::::::::::::: objectives - Reuse reporting delays from `{epiparameter}` as `{EpiNow2}` inputs. +- Convert distribution parameters to summary statistics with `{epiparameter}` :::::::::::::::::::::::::::::::::::::::::::::::: @@ -263,11 +265,10 @@ plot(epinow_estimates) ::::::::::::::::::::::::::::::::::::::::::: +## Convert parameters to summary statistics ::::::::::::::::::::::::::::::::: challenge -### Extract parameters - Use the `influenza_england_1978_school` from the `{outbreaks}` package to calculate the effective reproduction number. ::::::::::::::::: hint @@ -368,15 +369,6 @@ epinow_estimates <- epinow( plot(epinow_estimates) ``` - - - - - - - - - :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: From 8e7d0cebe3ab412ecbd211b4dc3f207631af9602 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:18:58 +0000 Subject: [PATCH 165/206] use grammarly --- episodes/delays-reuse.Rmd | 33 ++++++++++++++++----------------- 1 file changed, 16 insertions(+), 17 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 86dede32..b2fa8b12 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -46,7 +46,7 @@ Look at the [glossary](../learners/reference.md) for the definitions of all the ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following systematic review protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralised resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following systematic review protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. @@ -108,13 +108,13 @@ When we calculate the *serial interval*, we see that not all case pairs have the ![Serial intervals of possible case pairs in (a) COVID-19 and (b) MERS-CoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/serial-interval-pairs.jpg) -To summarize these data from individual and pair time periods, we can find the **statistical distributions** that best fit the data ([McFarland et al., 2023](https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.27.2200806)). +To summarise these data from individual and pair time periods, we can find the **statistical distributions** that best fit the data ([McFarland et al., 2023](https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.27.2200806)). ![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distributions, Lognormal, Gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig5)).](fig/seria-interval-fitted-distributions.jpg) -Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. These estimated values can be reported with their **uncertainty** (95% confidence intervals). +Statistical distributions are summarised in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. These estimated values can be reported with their **uncertainty** (95% confidence intervals). | Gamma | mean | shape | rate/scale | |:--------------|:--------------|:--------------|:--------------| @@ -196,7 +196,7 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters, we have one `generation` time entry for Influenza. Considering the aforementioned considerations, we can look at the `serial` intervals for `COVID`-19. Run this locally! +Currently, in the library of epidemiological parameters, we have one `generation` time entry for Influenza. Considering the abovementioned considerations, we can look at the `serial` intervals for `COVID`-19. Run this locally! ```{r,eval=FALSE} epiparameter::epidist_db( @@ -205,7 +205,7 @@ epiparameter::epidist_db( ) ``` -With this query combination, we get more than one delay distributions. This output is an object class ``. +With this query combination, we get more than one delay distribution. This output is an object class ``. ::::::::::::::::: callout @@ -215,7 +215,7 @@ With this query combination, we get more than one delay distributions. This outp ::::::::::::::::::::::::: -To summarize a `` view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: +To summarise a `` view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -241,12 +241,12 @@ First, search for Ebola disease delay distributions. Find: `epidist_db()` and `list_distributions()` give us different and complementary summary outputs. -The `epidist_db()` function alone count for us the number of entries like: +The `epidist_db()` function alone counts for us the number of entries like: - studies, and - delay distributions. -On the other hand, the `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries in a data frame with columns like: +On the other hand, the `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` lists all the entries in a data frame with columns like: - the type of the probability distribution per delay, and - author and year of the study. @@ -274,15 +274,15 @@ epiparameter::epidist_db( list_distributions() ``` -For this query we find two types of probability distributions: _lognormal_ and _gamma_. +We find two types of probability distributions for this query: _lognormal_ and _gamma_. Now, search for delay distributions of your disease of interest! Ask: -- Do you recognize the papers? +- Do you recognise the papers? -- Do you think we should consider any other paper? +- Should it consider any other paper? -How does `{epiparameter}` did the collection and review of peer-reviewed literature? We invite you to read the vignette on ["Data Collation and Synthesis Protocol"](https://epiverse-trace.github.io/epiparameter/articles/data_protocol.html)! +How does `{epiparameter}` do the collection and review of peer-reviewed literature? We invite you to read the vignette on ["Data Collation and Synthesis Protocol"](https://epiverse-trace.github.io/epiparameter/articles/data_protocol.html)! :::::::::::::::::::::::::: @@ -320,7 +320,7 @@ epiparameter::epidist_db( Looking at the help documentation for `?epiparameter::epidist_db()`: - If multiple entries match the arguments supplied and `single_epidist = TRUE`, -- Then, the parameterised `⁠`⁠ with the largest sample size will be returned. +- Then, the parameterised`⁠`⁠ with the largest sample size will be returned. - If multiple entries are equal after this sorting, the first entry will be returned. What does a parametrised `` is? Look at `?is_parameterised`. @@ -452,11 +452,11 @@ We will explore these concepts at the end! ### Ebola's severity parameter -A severity parameter like the duration of hospitalization could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +A severity parameter like the duration of hospitalisation could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). For Ebola: -- What is the reported point estimate and uncertainty of the mean duration of health-care and case isolation? +- What is the reported point estimate and uncertainty of the mean duration of health care and case isolation? ::::::::::::::::: hint @@ -498,9 +498,8 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `{epiparameter}` to access the systematic review catalog of epidemiological delay distributions. +- Use `{epiparameter}` to access the systematic review catalogue of epidemiological delay distributions. - Use `epidist_db()` to select single delay distributions. - Use `list_distributions()` for an overview of multiple delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: - From 8704121db1efef7206db31c7bb12ae3c17a29d3b Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:20:29 +0000 Subject: [PATCH 166/206] use lintr --- episodes/delays-reuse.Rmd | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index b2fa8b12..bba56e53 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -81,7 +81,6 @@ Let's explore how we can access this and other time delays using `{epiparameter} ```{r,warning=FALSE,message=FALSE} library(epiparameter) -library(EpiNow2) library(tidyverse) ``` @@ -265,12 +264,12 @@ epiparameter::epidist_db( Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? ```{r,eval=TRUE} -# we expect 2 different types of delay distributions +# we expect 2 different types of delay distributions # for ebola incubation period epiparameter::epidist_db( disease = "ebola", epi_dist = "incubation" -) %>% +) %>% list_distributions() ``` @@ -406,12 +405,12 @@ Use the `str()` to display the structure of the `` R object. ```{r,eval=TRUE} # ebola serial interval -ebola_serial <- +ebola_serial <- epiparameter::epidist_db( - disease = "ebola", - epi_dist = "serial", - single_epidist = TRUE -) + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE + ) ebola_serial ``` From 40e68e1e23fc4ae025f0ca5e9c339d1f1f101f0c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:30:20 +0000 Subject: [PATCH 167/206] emphasis to summary stats for epinow2 --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index bba56e53..44e650a1 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -77,7 +77,7 @@ generation_time <- dist_spec( ) ``` -Let's explore how we can access this and other time delays using `{epiparameter}`. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: +Let's explore how we can access to time delays and get their **summary statistics** using `{epiparameter}`. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) From 59a1d2e95e06778a76eeebf466f8d91e8499ccc5 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:30:33 +0000 Subject: [PATCH 168/206] use grammarly --- episodes/delays-functions.Rmd | 46 ++++++++++++++++------------------- 1 file changed, 21 insertions(+), 25 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 701488c2..4ac77645 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -66,15 +66,13 @@ This gets a vector of class `` useful as input for any other package! If we write the `[]` next to the last object create like in `covid_serialint_parameters[]`, within `[]` we can use the Tab key -to use the [code completion feature](https://support.posit.co/hc/en-us/articles/205273297-Code-Completion-in-the-RStudio-IDE) and have a quick access to `covid_serialint_parameters["meanlog"]` and `covid_serialint_parameters["sdlog"]`. We invite you to try this out! - -This only seems to work in code chunks and R console! +to use the [code completion feature](https://support.posit.co/hc/en-us/articles/205273297-Code-Completion-in-the-RStudio-IDE) and have a quick access to `covid_serialint_parameters["meanlog"]` and `covid_serialint_parameters["sdlog"]`. We invite you to try this out in code chunks and the R console! :::::::::::::::::: --> -But, how can we plug them into `{EpiNow2}`? In this lesson we are going to review the distributions functions that `{epiparameter}` provides to get the value we need for this and any other package downstream in the pipeline! +But how can we plug them into `{EpiNow2}`? In this episode, we will review the distribution functions that `{epiparameter}` provides to get the value we need for this and any other package downstream in the pipeline! ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -128,7 +126,7 @@ distribution %>% list_distributions() ``` -In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: +In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualise any of them with the `plot()` function and access to: - the *Probability Density Function (PDF)* and - the *Cumulative Distribution Function (CDF)*. @@ -146,7 +144,7 @@ distribution_single <- plot(distribution_single) ``` -With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore how this looks like: +With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what this looks like: ```{r,eval=FALSE} # plot object @@ -161,7 +159,7 @@ Explore this shinyapp called **The Distribution Zoo**! Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): -1. Access to shinyapp website, +1. Access to shiny app website, 2. Go to the left panel, 3. Keep the *Category of distribution*: `Continuous Univariate`, 4. Select a new *Type of distribution*: `Log-Normal`, @@ -177,20 +175,18 @@ Share about: ::::::::::::::::::::::::: instructor -For shinyapps like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/): - -A slider, in the context of user interfaces and graphical user interfaces (GUIs), is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. +In the context of user interfaces and graphical user interfaces (GUIs), like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/) shiny app, a **slider** is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. ::::::::::::::::::::::::: ## Distribution functions -In R, all the statistical distributions have functions to access the: +In R, all the statistical distributions have functions to access the following: -- Probability **Density** function (PDF), -- Cumulative Distribution function (**CDF**), -- **Quantile** function, and -- **Random** values from the given distribution. +- `density()`: Probability **Density** function (PDF), +- `cdf()`: Cumulative Distribution function (**CDF**), +- `quantile()`: **Quantile** function, and +- `generate()`: **Random** values from the given distribution. :::::::::::: spoiler @@ -239,7 +235,7 @@ Access to the reference documentation (Help files) for these functions is access ### Window for contact tracing and the Serial interval -The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). Depending on the serial interval, we can evaluate the need to expand the number of days pre-onset to consider in the contact tracing to include more backwards contacts ([Davis et al., 2020](https://assets.publishing.service.gov.uk/media/61e9ab3f8fa8f50597fb3078/S0523_Oxford_-_Backwards_contact_tracing.pdf)). +The **serial interval** is important in the optimisation of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). Depending on the serial interval, we can evaluate the need to expand the number of days pre-onset to consider in the contact tracing to include more backwards contacts ([Davis et al., 2020](https://assets.publishing.service.gov.uk/media/61e9ab3f8fa8f50597fb3078/S0523_Oxford_-_Backwards_contact_tracing.pdf)). With the COVID-19 serial interval (`covid_serialint`) calculate: @@ -292,13 +288,13 @@ An interpretation could be: ::::::::::::::::::::::::::::::::::::::::::: -## Discretize a continuous distribution +## Discretise a continuous distribution We are getting closer to the end! `EpiNow2::dist_spec()` still needs a maximum value (`max`). One way to do this is to get the quantile value for the distribution's 99.9th percentile or `0.999` cumulative probability. For this, we need access to the set of distribution functions for our `` object. -We can use the set of distribution functions for a _continuous_ distribution (as above). However, these values will be _continuous_ numbers. We can **discretize** the continuous distribution stored in our `` object to get discrete values from a continuous distribution. +We can use the set of distribution functions for a _continuous_ distribution (as above). However, these values will be _continuous_ numbers. We can **discretise** the continuous distribution stored in our `` object to get discrete values from a continuous distribution. When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: @@ -336,17 +332,17 @@ covid_serialint_discrete_max <- ### Length of quarantine and Incubation period -The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). Calculate: -- Within what exact time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? +- Within what exact time frame do 99% of individuals exhibiting COVID-19 symptoms exhibit them after infection? ::::::::::::::::: hint What delay distribution measures the time between infection and the onset of symptoms? -The probability function for `` **discrete** distributions are the same that we used for the *continuous* ones! +The probability functions for `` **discrete** distributions are the same that we used for the *continuous* ones! ```{r,eval=FALSE} # plot to have a visual reference @@ -390,12 +386,12 @@ Now, _Is this result expected in epidemiological terms?_ ::::::::::::::::: solution -### how to create a distribution plot? +### How to create a distribution plot? From a maximum value with `quantile()`, we can create a sequence of quantile values as a numeric vector and calculate `density()` values for each: ```{r,eval=TRUE} -# create a discrete distribution visualization +# create a discrete distribution visualisation # from a maximum value from the distribution quantile(covid_serialint_discrete, p = 0.999) %>% # generate quantile values @@ -422,7 +418,7 @@ quantile(covid_serialint_discrete, p = 0.999) %>% geom_col() ``` -**Remember:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ as an approximation of the _generation time_ we need to make this distribution with positive values only! +**Remember:** In infections with pre-symptomatic transmission, serial intervals can have negative values ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)). When we use the _serial interval_ to approximate the _generation time_ we need to make this distribution with positive values only! :::::::::::::::::::::::::: @@ -570,7 +566,7 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints - Use distribution functions with `` objects to get summary statistics and informative parameters for public health interventions like the Window for contact tracing and Length of quarantine. -- Use `discretise()` to convert continuous to discrete delay distributions. +- Use `discretise ()` to convert continuous to discrete delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: From ee3cea3877f62d84debddbd9665b704fd76fc825 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:33:10 +0000 Subject: [PATCH 169/206] use grammarly --- episodes/delays-challenges.Rmd | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/episodes/delays-challenges.Rmd b/episodes/delays-challenges.Rmd index 305b88be..d8a02b7e 100644 --- a/episodes/delays-challenges.Rmd +++ b/episodes/delays-challenges.Rmd @@ -34,9 +34,9 @@ This episode requires you to be familiar with: ## Introduction -We have practice how to get epidemiological parameters from the literature and used them as input for other packages. +We have practised how to get epidemiological parameters from the literature and used them as input for other packages. -Here you will find complementary challenges and resources to continue your learning path! +You will find complementary challenges and resources to continue your learning path here! ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -54,7 +54,7 @@ The **delay distribution** could be inferred jointly with the underlying times o For `{EpiNow2}`, we can specify these two complementary delay distributions in the `delays` argument. -![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) +![$R_{t}$ is a measure of transmission at time $t$. Observations after time $t$ must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) ::::::::::::::::::::::::::::::::: challenge @@ -375,7 +375,7 @@ plot(epinow_estimates) ## When to reuse? When to estimate? -In the early stage of an outbreak, we can rely on reusing parameters for known pathogens to unknown ones, like for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). +In the early stage of an outbreak, we can rely on reusing parameters for known pathogens to unknown ones, like for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). But when data from **lines list paired with contact tracing** is available, we can estimate the key delay distributions that best fit our data. These will help us to inform, compare and update any previous estimate about questions like: @@ -400,7 +400,7 @@ Refer to this excellent tutorial on estimating the serial interval and incubatio - Tutorial in English: - Tutorial en Español: -**Then,** after you get your estimated values you can create manually your own` ` class objects with `epiparameter::epidist()`. Take a look to its [reference guide on "Create an `` object"](https://epiverse-trace.github.io/epiparameter/reference/epidist.html#ref-examples)! +**Then,** after you get your estimated values, you can manually create your own` ` class objects with `epiparameter::epidist()`! Take a look at its [reference guide on "Create an `` object"](https://epiverse-trace.github.io/epiparameter/reference/epidist.html#ref-examples)! ::::::::::::::::::::::::::::: @@ -428,8 +428,8 @@ Meta-analysis on the proportion of pre-symptomatic and asymptomatic transmission Compare the serial interval and incubation period of Influenza and MERS: -- What type of transmission may Influenza has? -- What type of transmission may MERS has? +- What type of transmission may Influenza have? +- What type of transmission may MERS have? - Do these results correlate with the available evidence? ::::::::::::::::: hint From 09ab3d54b0482bfbe4641be23cad7a220b1834c9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:33:26 +0000 Subject: [PATCH 170/206] add minor space at end --- episodes/delays-reuse.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 44e650a1..f787621e 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -502,3 +502,4 @@ update it from last epiparameter test - Use `list_distributions()` for an overview of multiple delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: + From 4bf44d181373d65a216c89df961632ae2e340470 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 24 Feb 2024 14:34:42 +0000 Subject: [PATCH 171/206] use lintr --- episodes/delays-challenges.Rmd | 10 +++++----- episodes/delays-functions.Rmd | 1 - 2 files changed, 5 insertions(+), 6 deletions(-) diff --git a/episodes/delays-challenges.Rmd b/episodes/delays-challenges.Rmd index d8a02b7e..1356c556 100644 --- a/episodes/delays-challenges.Rmd +++ b/episodes/delays-challenges.Rmd @@ -90,7 +90,7 @@ epinow_estimates <- epinow( ```{r,eval=TRUE} # get covid serial interval -covid_serialint <- +covid_serialint <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial", @@ -100,8 +100,8 @@ covid_serialint <- # adapt epidist to epinow2 covid_serialint_discrete_max <- - covid_serialint %>% - discretise() %>% + covid_serialint %>% + discretise() %>% quantile(p = 0.999) covid_serial_interval <- @@ -122,8 +122,8 @@ covid_incubation <- epiparameter::epidist_db( # adapt epiparameter to epinow2 covid_incubation_discrete_max <- - covid_incubation %>% - discretise() %>% + covid_incubation %>% + discretise() %>% quantile(p = 0.999) covid_incubation_time <- diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 4ac77645..e0dcd56f 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -550,7 +550,6 @@ epinow_estimates <- epinow( ) plot(epinow_estimates) - ``` :::::::::::::::::::::::::: From f6d1dbe3b4e2ae2f72d08ddb59bea07fabdab85d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Mar 2024 19:38:54 +0000 Subject: [PATCH 172/206] prefer literature search over systematic review --- episodes/delays-reuse.Rmd | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index f787621e..d29cf181 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -8,13 +8,12 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions -- How to get delay distributions from a systematic review? +- How to get easy access to delay distributions from a literature search database? :::::::::::::::::::::::::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::: objectives -- Get delays from a systematic review with `{epiparameter}`. - Get distribution parameters and summary statistics of delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: @@ -46,7 +45,7 @@ Look at the [glossary](../learners/reference.md) for the definitions of all the ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralised resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following systematic review protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralised resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following literature synthesis protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. @@ -497,7 +496,7 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `{epiparameter}` to access the systematic review catalogue of epidemiological delay distributions. +- Use `{epiparameter}` to access the literature catalogue of epidemiological delay distributions. - Use `epidist_db()` to select single delay distributions. - Use `list_distributions()` for an overview of multiple delay distributions. From 710614611262173c5192568774b457dd448676b0 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Mar 2024 19:43:59 +0000 Subject: [PATCH 173/206] recover objective bullet --- episodes/delays-reuse.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index d29cf181..6da83792 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -14,6 +14,7 @@ editor_options: ::::::::::::::::::::::::::::::::::::: objectives +- Get delays from a literature search database with `{epiparameter}`. - Get distribution parameters and summary statistics of delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: From c2947a9d3830d2ce980bd691adff927635ba5ac7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Mar 2024 19:48:23 +0000 Subject: [PATCH 174/206] use comma-separated list in prereq --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 6da83792..a88f3f78 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -27,7 +27,7 @@ This episode requires you to be familiar with: **Data science** : Basic programming with R. -**Epidemic theory** : Epidemiological parameters. Time periods. +**Epidemic theory** : Epidemiological parameters, time periods. ::::::::::::::::::::::::::::::::: From dd47ea823898638bdf9cb135f75b0a5871116546 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Mar 2024 19:50:55 +0000 Subject: [PATCH 175/206] locate glossary entry within right letter section --- learners/reference.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/learners/reference.md b/learners/reference.md index a82bc12c..fbf73d9a 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -89,16 +89,16 @@ This can be different to the [incubation period](#incubation) as shown in Figure ## N + +[Natural history of disease]{#naturalhistory} +: Refers to the development of disease from beginning to end without any treatment or intervention. In fact, given the harmfulness of an epidemic, treatment or intervention measures are inevitable. Therefore, it is difficult for the natural history of a disease to be unaffected by the various coupling factors. ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) + [Non-pharmaceutical interventions]{#NPIs} : Non-pharmaceutical interventions (NPIs) are measures put in place to reduce transmission that do not include the administration of drugs or vaccinations. [More information on NPIs](https://www.gov.uk/government/publications/technical-report-on-the-covid-19-pandemic-in-the-uk/chapter-8-non-pharmaceutical-interventions). ## O [Ordinary differential equations]{#ordinary} : Ordinary differential equations (ODEs) can be used to represent the rate of change of one variable (e.g. number of infected individuals) with respect to another (e.g. time). Check out this introduction to [ODEs](https://mathinsight.org/ordinary_differential_equation_introduction). ODEs are widely used in infectious disease modelling to model the flow of individuals between different disease states. -[Natural history of disease]{#naturalhistory} -: Refers to the development of disease from beginning to end without any treatment or intervention. In fact, given the harmfulness of an epidemic, treatment or intervention measures are inevitable. Therefore, it is difficult for the natural history of a disease to be unaffected by the various coupling factors. ([Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)) - -## O [Offspring distribution]{#offspringdist} : Distribution of the number of secondary cases caused by a particular infected individual. ([Lloyd-Smith et al., 2005](https://www.nature.com/articles/nature04153), [Endo et al., 2020](https://wellcomeopenresearch.org/articles/5-67/v3)) From 87694a425302b5a14e52d0e7a9837db847ab6c04 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 20 Mar 2024 19:56:29 +0000 Subject: [PATCH 176/206] rephrase contribution of epiparameter to modeling --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index a88f3f78..96a993fe 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -46,7 +46,7 @@ Look at the [glossary](../learners/reference.md) for the definitions of all the ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralised resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following literature synthesis protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralised resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following literature synthesis protocols that can help parametrise models by easily accessing a comprenhensive library of previously estimated epidemiological parameters from past outbreaks. From 3eea8c00ad94b1dcd7f068e4f580c659fba95cc3 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 12:11:07 +0000 Subject: [PATCH 177/206] add hint + homogenise using database --- episodes/delays-reuse.Rmd | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 96a993fe..140d14af 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -214,7 +214,7 @@ With this query combination, we get more than one delay distribution. This outpu ::::::::::::::::::::::::: -To summarise a `` view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: +To summarise a `` view and get the column names from the underlying parameter database, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -461,6 +461,8 @@ For Ebola: An informative delay should measure the time from symptom onset to recovery or death. +Find a way to access the whole `{epiparameter}` database and find how that delay may be stored. + :::::::::::::::::::::: ::::::::::::::::: solution From 5760f8cc65de22440996e7bd1adb1fc0a8da98c6 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 12:34:37 +0000 Subject: [PATCH 178/206] add epinow2 context for challenge and hint info --- episodes/delays-reuse.Rmd | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 140d14af..ab696e54 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -453,9 +453,11 @@ We will explore these concepts at the end! A severity parameter like the duration of hospitalisation could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +Also, `{EpiNow2}` can also include the uncertainty around each summary statistic, like the standard deviation of the standard deviation. + For Ebola: -- What is the reported point estimate and uncertainty of the mean duration of health care and case isolation? +- What is the reported *point estimate* and *uncertainty* of the mean duration of health care and case isolation? ::::::::::::::::: hint @@ -463,6 +465,8 @@ An informative delay should measure the time from symptom onset to recovery or d Find a way to access the whole `{epiparameter}` database and find how that delay may be stored. +Explore within `$summary_stats$...`. + :::::::::::::::::::::: ::::::::::::::::: solution @@ -487,6 +491,8 @@ ebola_severity$summary_stats$mean_ci ebola_severity$summary_stats$mean_ci_limits ``` +We invite you to read this discussion on: [How to adapt `{epiparamter}` uncertainty entries to `{EpiNow2}`](https://github.com/epiverse-trace/epiparameter/discussions/218)? + :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: From d5dbd226d77fe4d54954de9838dc77a329457cea Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 13:04:52 +0000 Subject: [PATCH 179/206] relocate plot and interactive distributions to ep1 --- episodes/delays-functions.Rmd | 81 +++++++++-------------------------- episodes/delays-reuse.Rmd | 50 ++++++++++++++++++++- 2 files changed, 70 insertions(+), 61 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index e0dcd56f..f0f6935c 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -82,6 +82,22 @@ library(tidyverse) ## Continuous distributions +In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can use `plot()` to `` objects to visualise: + +- the *Probability Density Function (PDF)* and +- the *Cumulative Distribution Function (CDF)*. + +```{r} +# plot object +plot(covid_serialint, day_range = 0:20) +``` + +But, how can we use `{epiparameter}` to access to specific distribution values for data analysis tasks? + +::::::::::::::::: spoiler + +### Parameterised entries + The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: ```{r} @@ -105,20 +121,6 @@ distribution %>% is_parameterised() ``` -::::::::::::::::: spoiler - -### Parameterised entries have an Inference method - -As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: - -```{r,eval=FALSE} -distribution[[1]]$metadata$inference_method -distribution[[2]]$metadata$inference_method -distribution[[4]]$metadata$inference_method -``` - -::::::::::::::::::::::::: - In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). ```{r} @@ -126,57 +128,16 @@ distribution %>% list_distributions() ``` -In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualise any of them with the `plot()` function and access to: - -- the *Probability Density Function (PDF)* and -- the *Cumulative Distribution Function (CDF)*. - -```{r} -# get a single object -distribution_single <- - epiparameter::epidist_db( - disease = "covid", - epi_dist = "serial", - single_epidist = TRUE - ) - -# plot object -plot(distribution_single) -``` +### Parameterised entries have an Inference method -With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what this looks like: +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: ```{r,eval=FALSE} -# plot object -plot(distribution_single, day_range = 0:20) +distribution[[1]]$metadata$inference_method +distribution[[2]]$metadata$inference_method +distribution[[4]]$metadata$inference_method ``` -::::::::::::::::: discussion - -### The distribution Zoo - -Explore this shinyapp called **The Distribution Zoo**! - -Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): - -1. Access to shiny app website, -2. Go to the left panel, -3. Keep the *Category of distribution*: `Continuous Univariate`, -4. Select a new *Type of distribution*: `Log-Normal`, -5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. - -Replicate these with the `distribution` object and all its list elements: `[[2]]`, `[[3]]`, and `[[4]]`. Explore how the shape of a distribution changes when its parameters change. - -Share about: - -- What other features of the website do you find helpful? - -::::::::::::::::::::::::: - -::::::::::::::::::::::::: instructor - -In the context of user interfaces and graphical user interfaces (GUIs), like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/) shiny app, a **slider** is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. - ::::::::::::::::::::::::: ## Distribution functions diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index ab696e54..f2f19e29 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -366,6 +366,52 @@ This only seems to work in code chunks and R console! --> +You can use `plot()` to `` objects to visualise: + +- the *Probability Density Function (PDF)* and +- the *Cumulative Distribution Function (CDF)*. + +```{r} +# plot object +plot(covid_serialint) +``` + +With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what this looks like: + +```{r,eval=FALSE} +# plot object +plot(covid_serialint, day_range = 0:20) +``` + +::::::::::::::::: discussion + +### The distribution Zoo + +Explore this shinyapp called **The Distribution Zoo**! + +Follow these steps to reproduce the form of the COVID serial interval distribution from `{epiparameter}` (`covid_serialint` object): + +1. Access to shiny app website, +2. Go to the left panel, +3. Keep the *Category of distribution*: `Continuous Univariate`, +4. Select a new *Type of distribution*: `Log-Normal`, +5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. + +Replicate these with the `distribution` object and all its list elements: `[[2]]`, `[[3]]`, and `[[4]]`. Explore how the shape of a distribution changes when its parameters change. + +Share about: + +- What other features of the website do you find helpful? + +::::::::::::::::::::::::: + +::::::::::::::::::::::::: instructor + +In the context of user interfaces and graphical user interfaces (GUIs), like the [Distribution Zoo](https://ben18785.shinyapps.io/distribution-zoo/) shiny app, a **slider** is a graphical control element that allows users to adjust a value by moving a handle along a track or bar. Conceptually, it provides a way to select a numeric value within a specified range by visually sliding or dragging a pointer (the handle) along a continuous axis. + +::::::::::::::::::::::::: + + ## Extract the summary statistics We can get the `mean` and standard deviation (`sd`) from this `` diving into the `summary_stats` object: @@ -423,7 +469,9 @@ ebola_serial$summary_stats$sd ebola_serial$metadata$sample_size ``` -Now, explore all the other nested elements within the `` object. +Try to visualise this distribution using `plot()`. + +Also, explore all the other nested elements within the `` object. Share about: From e46d3aafc30214058f2d9de97b16748fb6b5754f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 13:05:59 +0000 Subject: [PATCH 180/206] add reason behind distribution notation --- episodes/delays-functions.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index f0f6935c..b16650f7 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -128,6 +128,8 @@ distribution %>% list_distributions() ``` +`{epiparameter}` uses the `base` R naming convention for distributions. This is why **Lognormal** is called `lnorm`. + ### Parameterised entries have an Inference method As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: From 4ff184ff70e6bbcaee1a09ca5305fbc0137b1458 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 16:49:03 +0000 Subject: [PATCH 181/206] relocate parametrise spoiler to episode 1 --- episodes/delays-functions.Rmd | 48 ----------------------------------- episodes/delays-reuse.Rmd | 44 ++++++++++++++++++++++++++++++++ 2 files changed, 44 insertions(+), 48 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index b16650f7..381aee09 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -94,54 +94,6 @@ plot(covid_serialint, day_range = 0:20) But, how can we use `{epiparameter}` to access to specific distribution values for data analysis tasks? -::::::::::::::::: spoiler - -### Parameterised entries - -The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: - -```{r} -distribution <- - epiparameter::epidist_db( - disease = "covid", - epi_dist = "serial" - ) - -distribution %>% - list_distributions() -``` - -Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: - -```{r,eval=FALSE} -distribution %>% - # pluck the first entry in the object class - pluck(1) %>% - # check if object have distribution parameters - is_parameterised() -``` - -In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). - -```{r} -distribution %>% - list_distributions() -``` - -`{epiparameter}` uses the `base` R naming convention for distributions. This is why **Lognormal** is called `lnorm`. - -### Parameterised entries have an Inference method - -As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: - -```{r,eval=FALSE} -distribution[[1]]$metadata$inference_method -distribution[[2]]$metadata$inference_method -distribution[[4]]$metadata$inference_method -``` - -::::::::::::::::::::::::: - ## Distribution functions In R, all the statistical distributions have functions to access the following: diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index f2f19e29..5ce0789d 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -224,6 +224,50 @@ epiparameter::epidist_db( epiparameter::list_distributions() ``` +In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). + +`{epiparameter}` uses the `base` R naming convention for distributions. This is why **Lognormal** is called `lnorm`. + +::::::::::::::::: spoiler + +### Why do we have a entry? + +Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: + +```{r,eval=FALSE} +# assign to object +distribution <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial" + ) + +distribution %>% + # pluck the first entry in the object class + pluck(1) %>% + # check if object have distribution parameters + is_parameterised() + +# check if the second object +# have distribution parameters +distribution %>% + pluck(2) %>% + is_parameterised() +``` + +### Parameterised entries have an Inference method + +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: + +```{r,eval=FALSE} +distribution[[1]]$metadata$inference_method +distribution[[2]]$metadata$inference_method +distribution[[4]]$metadata$inference_method +``` + +::::::::::::::::::::::::: + + ::::::::::::::::::::::::::::::::: challenge ### Ebola's incubation periods From 178d062fce89fcf9577ceefd7839e11c0c0c83af Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 17:13:33 +0000 Subject: [PATCH 182/206] move uncertainty task from episode 1 to episode 2 --- episodes/delays-functions.Rmd | 2 ++ episodes/delays-reuse.Rmd | 15 ++++++++------- 2 files changed, 10 insertions(+), 7 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 381aee09..77d51cb5 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -467,6 +467,8 @@ epinow_estimates <- epinow( plot(epinow_estimates) ``` +`{EpiNow2}` can also include the uncertainty around each summary statistic. We invite you to read this discussion on: [How to adapt `{epiparameter}` uncertainty entries to `{EpiNow2}`](https://github.com/epiverse-trace/epiparameter/discussions/218)? + :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 5ce0789d..4c595229 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -534,7 +534,7 @@ An interesting element is the `method_assess` nested entry, which refers to the covid_serialint$method_assess ``` -We will explore these concepts at the end! +We will explore these concepts following episodes! :::::::::::::::::::::::::::::: @@ -545,11 +545,11 @@ We will explore these concepts at the end! A severity parameter like the duration of hospitalisation could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -Also, `{EpiNow2}` can also include the uncertainty around each summary statistic, like the standard deviation of the standard deviation. + For Ebola: -- What is the reported *point estimate* and *uncertainty* of the mean duration of health care and case isolation? +- What is the reported *point estimate* of the mean duration of health care and case isolation? ::::::::::::::::: hint @@ -557,8 +557,6 @@ An informative delay should measure the time from symptom onset to recovery or d Find a way to access the whole `{epiparameter}` database and find how that delay may be stored. -Explore within `$summary_stats$...`. - :::::::::::::::::::::: ::::::::::::::::: solution @@ -577,14 +575,17 @@ ebola_severity <- epidist_db( # point estimate ebola_severity$summary_stats$mean +``` + +Check that for some `{epiparameter}` entries you will also have the *uncertainty* around the *point estimate* of each summary statistic: + +```{r} # 95% confidence intervals ebola_severity$summary_stats$mean_ci # limits of the confidence intervals ebola_severity$summary_stats$mean_ci_limits ``` -We invite you to read this discussion on: [How to adapt `{epiparamter}` uncertainty entries to `{EpiNow2}`](https://github.com/epiverse-trace/epiparameter/discussions/218)? - :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: From dcfc264d4cf5cbe644c97acfeaee6cd48bbfb920 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 18:27:34 +0000 Subject: [PATCH 183/206] epiparameter aids to choose rather than copy/paste --- episodes/delays-reuse.Rmd | 52 +++++++++++++++++++++++++-------------- 1 file changed, 33 insertions(+), 19 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 4c595229..d4d38c33 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -50,8 +50,39 @@ However, early in an epidemic, modelling efforts can be delayed by the lack of a -To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in this episode will be to replace the `generation_time` input that we can use for `EpiNow2::epinow()`. +To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in this episode will be to *choose* one specific set of epidemiological parameters from the literature, instead of copy/pasting them *by hand*, to plug them in to an `{EpiNow2}` analysis workflow. + + +Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: + +```{r,warning=FALSE,message=FALSE} +library(epiparameter) +library(tidyverse) +``` + +## The problem + +In `{EpiNow2}` we can specify a [generation time](../learners/reference.md#generationtime) as a probability `distribution` adding its `mean`, standard deviation (`sd`), and maximum value (`max`). To specify a `generation_time` that follows a _Gamma_ distribution with mean $\mu = 4$, standard deviation $\sigma = 2$, and a maximum value of 20, we write: + +```r +generation_time <- dist_spec( + mean = 4, + sd = 2, + max = 20, + distribution = "gamma" +) +``` + +Usually, we would *copy/paste* the **summary statistics** we found in a paper. Or, try to get them from the **distribution parameters** reported. One source of issue is that the report of different statistical distributions is not consistent across the literature. `{epiparameter}`’s objective is to provide information for a collection of distributions for a range of infectious diseases that is as accurate, unbiased and as comprehensive as possible. + + + +Today, we'll *choose* the summary statistics from the library of epidemiological parameters provided by `{epiparameter}`. + + + + ## Find a Generation time From 6611a89def79db7a55b8525bcd192db2201b1171 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 18:28:16 +0000 Subject: [PATCH 184/206] relocate time periods callout to problem section --- episodes/delays-reuse.Rmd | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index d4d38c33..4860edd6 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -98,21 +98,6 @@ epinow_estimates <- epinow( ``` --> -## Find a Generation time - -The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. - -![Video from the MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) - -In calculating the effective reproduction number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. -This frequent approximation is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. - -![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) - -However, using the *serial interval* as an approximation of the *generation time* is primarily valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can have negative values, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). - -Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differs, propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). - ::::::::::::::::: callout ### From time periods to probability distributions. @@ -148,6 +133,21 @@ Table: Serial interval estimates using Gamma, Weibull, and Log normal distributi ::::::::::::::::::::::::: +## Find a Generation time + +The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. + +![Video from the MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) + +In calculating the effective reproduction number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. +This frequent approximation is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. + +![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) + +However, using the *serial interval* as an approximation of the *generation time* is primarily valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can have negative values, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). + +Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differs, propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). + ::::::::::::::::::::::::::::::::: challenge ### Serial interval From 0597b429fe2f92dbb2d45a227a34acdda750c99f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:06:20 +0000 Subject: [PATCH 185/206] add closure to episode on read delays --- episodes/delays-reuse.Rmd | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 4860edd6..c274d3e5 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -604,6 +604,19 @@ ebola_severity$summary_stats$mean_ci_limits ::::::::::::::::::::::::::::::::::::::::::: +Notice that with these pieces of information we can replace two out of three inputs of the `EpiNow2::dist_spec()` function: + +```r +generation_time <- dist_spec( + mean = covid_serialint$summary_stats$mean, + sd = covid_serialint$summary_stats$sd, + max = 20, + distribution = "gamma" +) +``` + +In the next episode we'll access to the `max` by using **distribution functions**! + -But how can we plug them into `{EpiNow2}`? In this episode, we will review the distribution functions that `{epiparameter}` provides to get the value we need for this and any other package downstream in the pipeline! +`{epiparameter}` help us to *choose* one specific set of epidemiological parameters from the literature, instead of copy/pasting them *by hand*: ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -80,19 +64,30 @@ library(EpiNow2) library(tidyverse) ``` -## Continuous distributions +```{r} +covid_serialint <- + epiparameter::epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = TRUE + ) -In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can use `plot()` to `` objects to visualise: +covid_serialint +``` -- the *Probability Density Function (PDF)* and -- the *Cumulative Distribution Function (CDF)*. +Now, we have an epidemiological parameter we can reuse! We can replace the **summary statistics** two out of three numbers into `EpiNow2::dist_spec()` -```{r} -# plot object -plot(covid_serialint, day_range = 0:20) +```r +generation_time <- dist_spec( + mean = covid_serialint$summary_stats$mean, + sd = covid_serialint$summary_stats$sd, + max = 20, + distribution = "gamma" +) ``` -But, how can we use `{epiparameter}` to access to specific distribution values for data analysis tasks? +In this episode, we will use the **distribution functions** that `{epiparameter}` provides to get a `max` value for this and any other package downstream in the pipeline! ## Distribution functions From bbfdd0542d61648ec1940e3388ef96b20a9541c6 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:18:20 +0000 Subject: [PATCH 188/206] move sections from challenges episode to first two --- episodes/delays-challenges.Rmd | 14 -------------- episodes/delays-functions.Rmd | 23 ++++++++++++++++++++++- episodes/delays-reuse.Rmd | 1 + 3 files changed, 23 insertions(+), 15 deletions(-) diff --git a/episodes/delays-challenges.Rmd b/episodes/delays-challenges.Rmd index b81c0e64..64daaf2e 100644 --- a/episodes/delays-challenges.Rmd +++ b/episodes/delays-challenges.Rmd @@ -170,19 +170,6 @@ We can identify what entries in the `{epiparameter}` library assessed for these covid_serialint$method_assess ``` -::::::::::::::::: testimonial - -### How to estimate delay distributions for Disease X? - -Refer to this excellent tutorial on estimating the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. - -- Tutorial in English: -- Tutorial en Español: - -**Then,** after you get your estimated values, you can manually create your own` ` class objects with `epiparameter::epidist()`! Take a look at its [reference guide on "Create an `` object"](https://epiverse-trace.github.io/epiparameter/reference/epidist.html#ref-examples)! - -::::::::::::::::::::::::::::: - :::::::::::::::::::::::::: spoiler ### How to assess for pre-symptomatic infection? @@ -313,7 +300,6 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `{epiparameter}` to get reporting delays required in transmissibility estimates. - Reuse known estimates for unknown disease in the early stage of an outbreak when no contact tracing data is available. :::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 83b75913..c463606f 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -689,6 +689,26 @@ plot(epinow_estimates) ::::::::::::::::::::::::::::::::::::::::::: +## Next steps + +::::::::::::::::: testimonial + +### How to get distribution parameters from statistical distributions? + +How to get the mean and standard deviation from a generation time with *only* distribution parameters but no summary statistics like `mean` or `sd` for `EpiNow2::dist_spec()`? + +Look at the `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) + +### How to estimate delay distributions for Disease X? + +Refer to this excellent tutorial on estimating the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. + +- Tutorial in English: +- Tutorial en Español: + +**Then,** after you get your estimated values, you can manually create your own` ` class objects with `epiparameter::epidist()`! Take a look at its [reference guide on "Create an `` object"](https://epiverse-trace.github.io/epiparameter/reference/epidist.html#ref-examples)! + +::::::::::::::::::::::::::::: -Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: +Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{magrittr}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) -library(tidyverse) +library(magrittr) ``` ## The problem From 22fe34c0bffe60ee72573e5422ffb880b2fb3aaf Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:47:36 +0000 Subject: [PATCH 191/206] move package loading at end of intro --- episodes/delays-functions.Rmd | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index c463606f..9c066e3e 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -58,12 +58,6 @@ to use the [code completion feature](https://support.posit.co/hc/en-us/articles/ `{epiparameter}` help us to *choose* one specific set of epidemiological parameters from the literature, instead of copy/pasting them *by hand*: -```{r,warning=FALSE,message=FALSE} -library(epiparameter) -library(EpiNow2) -library(tidyverse) -``` - ```{r} covid_serialint <- epiparameter::epidist_db( @@ -89,6 +83,14 @@ generation_time <- dist_spec( In this episode, we will use the **distribution functions** that `{epiparameter}` provides to get a `max` value for this and any other package downstream in the pipeline! +Let's load the `{epiparameter}` and `{EpiNow2}` package. We'll use the pipe `%>%`, some `{dplyr}` verbs and `{ggplot2}`, so let's also call to the `{tidyverse}` package: + +```{r,warning=FALSE,message=FALSE} +library(epiparameter) +library(EpiNow2) +library(tidyverse) +``` + ## Distribution functions In R, all the statistical distributions have functions to access the following: From 38d474fdaf337a7fcff2136351e726938cb98fb9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:49:58 +0000 Subject: [PATCH 192/206] divide testimonial callout in two --- episodes/delays-functions.Rmd | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 9c066e3e..9c1cbb6b 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -699,7 +699,11 @@ plot(epinow_estimates) How to get the mean and standard deviation from a generation time with *only* distribution parameters but no summary statistics like `mean` or `sd` for `EpiNow2::dist_spec()`? -Look at the `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) +Look at the `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html)! + +::::::::::::::::::::::::::::: + +::::::::::::::::: testimonial ### How to estimate delay distributions for Disease X? From 3baf6734702ba6800ccadc0c2ee1dfe41259b47d Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:52:20 +0000 Subject: [PATCH 193/206] fix authorship tags --- episodes/delays-reuse.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 4127c0bf..cbb4b1cf 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -142,9 +142,9 @@ The generation time, jointly with the $R$, can inform about the speed of spread In calculating the effective reproduction number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. This frequent approximation is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. -![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) +![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al., 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) -However, using the *serial interval* as an approximation of the *generation time* is primarily valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can have negative values, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). +However, using the *serial interval* as an approximation of the *generation time* is primarily valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al., 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can have negative values, which is the case of a pre-symptomatic transmission ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differs, propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). @@ -159,7 +159,7 @@ Given the Serial interval of both infections in the figure below: - Which one would be harder to control? - Why do you conclude that? -![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. ([Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext))](fig/serial-interval-covid-sars.jpg) +![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. ([Nishiura et al., 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext))](fig/serial-interval-covid-sars.jpg) ::::::::::::::::: hint From be47eb544e5c7e8850e94640a0f8df147c90dcfe Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 19:54:57 +0000 Subject: [PATCH 194/206] add package specification Co-authored-by: Joshua Lambert --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index cbb4b1cf..daaff087 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -191,7 +191,7 @@ The objective of the assessment above is to assess the interpretation of a large First, let's assume that the data set `example_confirmed` has COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. -Let's start by looking at how many parameters we have in the epidemiological distributions database (`epidist_db`) for the `disease` named `covid`-19: +Let's start by looking at how many parameters we have in the epidemiological distributions database in `{epiparameter}` (`epidist_db`) for the `disease` named `covid`-19: ```{r} epiparameter::epidist_db( From 96d0ec8ce2c5487c8dae39a55d1bb9f43b84e754 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:03:11 +0000 Subject: [PATCH 195/206] refer multi_epidist class as epidist objects --- episodes/delays-reuse.Rmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index cbb4b1cf..1ebbcb7e 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -218,7 +218,7 @@ epiparameter::epidist_db( ) ``` -With this query combination, we get more than one delay distribution. This output is an object class ``. +With this query combination, we get more than one delay distribution. This output is an `` class object. ::::::::::::::::: callout @@ -228,7 +228,7 @@ With this query combination, we get more than one delay distribution. This outpu ::::::::::::::::::::::::: -To summarise a `` view and get the column names from the underlying parameter database, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: +To summarise an `` object and get the column names from the underlying parameter database, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -249,7 +249,7 @@ In the `epiparameter::list_distributions()` output, we can also find different t Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: ```{r,eval=FALSE} -# assign to object +# get an object distribution <- epiparameter::epidist_db( disease = "covid", @@ -377,7 +377,7 @@ epiparameter::epidist_db( Looking at the help documentation for `?epiparameter::epidist_db()`: - If multiple entries match the arguments supplied and `single_epidist = TRUE`, -- Then, the parameterised`⁠`⁠ with the largest sample size will be returned. +- Then, the parameterised `⁠`⁠ with the largest sample size will be returned. - If multiple entries are equal after this sorting, the first entry will be returned. What does a parametrised `` is? Look at `?is_parameterised`. From a33b7d3553b767a569e6b306e3a3d553debfd787 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:08:25 +0000 Subject: [PATCH 196/206] merge bullet points --- episodes/delays-reuse.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 5994e236..41a9d83c 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -376,9 +376,9 @@ epiparameter::epidist_db( Looking at the help documentation for `?epiparameter::epidist_db()`: -- If multiple entries match the arguments supplied and `single_epidist = TRUE`, -- Then, the parameterised `⁠`⁠ with the largest sample size will be returned. -- If multiple entries are equal after this sorting, the first entry will be returned. +- If multiple entries match the arguments supplied and `single_epidist = TRUE`, then the parameterised +`` with the *largest sample size* will be returned. +- If multiple entries are equal after this sorting, the *first entry* will be returned. What does a parametrised `` is? Look at `?is_parameterised`. From 47148b9d6b88c8ad1b924aae101f1b17b8250037 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:10:30 +0000 Subject: [PATCH 197/206] rephrase question --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 41a9d83c..0cd512b3 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -380,7 +380,7 @@ Looking at the help documentation for `?epiparameter::epidist_db()`: `` with the *largest sample size* will be returned. - If multiple entries are equal after this sorting, the *first entry* will be returned. -What does a parametrised `` is? Look at `?is_parameterised`. +What is a *parametrised* ``? Look at `?is_parameterised`. ::::::::::::::::::::::::: From 73e77db7867f70d25eb78840fdd7b20cd1c62341 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:14:00 +0000 Subject: [PATCH 198/206] rephrase for clarity --- episodes/delays-functions.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 9c1cbb6b..f49cf963 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -8,7 +8,7 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions -- How to connect reused delays with my existing analysis pipeline? +- How to reuse delays stored in the `{epiparameter}` library with my existing analysis pipeline? :::::::::::::::::::::::::::::::::::::::::::::::: From adc505508e453fb55103756e7722ce13293c4c47 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:19:04 +0000 Subject: [PATCH 199/206] update prereq for episode 2 after quantify Rt --- episodes/delays-functions.Rmd | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index f49cf963..418fcb8b 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -24,11 +24,15 @@ editor_options: ## Prerequisites +- Complete tutorial [Quantifying transmission](https://epiverse-trace.github.io/tutorials-middle/quantify-transmissibility.html) + This episode requires you to be familiar with: **Data science** : Basic programming with R. -**Epidemic theory** : Epidemiological parameters. Time periods. +**Statistics** : Probability distributions. + +**Epidemic theory** : Epidemiological parameters, time periods, Effective reproductive number. ::::::::::::::::::::::::::::::::: From 9a7ec2ab4e996b47abdc326a8b8f78ebff97947e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:20:54 +0000 Subject: [PATCH 200/206] rephrase summary statistics not as numbers --- episodes/delays-functions.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 418fcb8b..7567eec6 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -74,7 +74,7 @@ covid_serialint <- covid_serialint ``` -Now, we have an epidemiological parameter we can reuse! We can replace the **summary statistics** two out of three numbers into `EpiNow2::dist_spec()` +Now, we have an epidemiological parameter we can reuse! We can replace the two out of three **summary statistics** into `EpiNow2::dist_spec()` ```r generation_time <- dist_spec( From b9b836beb67c69fd5025b81543a7f971bd3ef09f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 20:44:46 +0000 Subject: [PATCH 201/206] homogenize epinow2 code interface with quantify Rt --- episodes/delays-functions.Rmd | 39 +++++++---------------------------- 1 file changed, 8 insertions(+), 31 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 7567eec6..16d18d83 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -87,12 +87,14 @@ generation_time <- dist_spec( In this episode, we will use the **distribution functions** that `{epiparameter}` provides to get a `max` value for this and any other package downstream in the pipeline! -Let's load the `{epiparameter}` and `{EpiNow2}` package. We'll use the pipe `%>%`, some `{dplyr}` verbs and `{ggplot2}`, so let's also call to the `{tidyverse}` package: +Let's load the `{epiparameter}` and `{EpiNow2}` package. For `{EpiNow2}`, we'll set 4 cores to be used in parallel computations. We'll use the pipe `%>%`, some `{dplyr}` verbs and `{ggplot2}`, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) library(EpiNow2) library(tidyverse) + +withr::local_options(list(mc.cores = 4)) ``` ## Distribution functions @@ -376,12 +378,7 @@ epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], # delays - generation_time = generation_time_opts(serial_interval_covid), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) + generation_time = generation_time_opts(serial_interval_covid) ) base::plot(epinow_estimates) @@ -457,12 +454,7 @@ epinow_estimates <- epinow( # cases reported_cases = ebola_confirmed, # delays - generation_time = generation_time_opts(serial_interval_ebola), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) + generation_time = generation_time_opts(serial_interval_ebola) ) plot(epinow_estimates) @@ -505,12 +497,7 @@ epinow_estimates <- epinow( reported_cases = example_confirmed[1:60], # delays generation_time = generation_time_opts(covid_serial_interval), - delays = delay_opts(covid_incubation_time), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) + delays = delay_opts(covid_incubation_time) ) ``` @@ -570,12 +557,7 @@ epinow_estimates <- epinow( reported_cases = example_confirmed[1:60], # delays generation_time = generation_time_opts(covid_serial_interval), - delays = delay_opts(covid_incubation_time), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) + delays = delay_opts(covid_incubation_time) ) base::plot(epinow_estimates) @@ -679,12 +661,7 @@ epinow_estimates <- epinow( reported_cases = ebola_confirmed, # delays generation_time = generation_time_opts(serial_interval_ebola), - delays = delay_opts(incubation_period_ebola), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) + delays = delay_opts(incubation_period_ebola) ) plot(epinow_estimates) From 52899a047dd31fb1cb740a20fd92cab992a70198 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Mar 2024 21:16:45 +0000 Subject: [PATCH 202/206] add epiparameter get_parameters for epinow2 (#4) --- episodes/delays-functions.Rmd | 48 +++++++++++++++++++++++------------ 1 file changed, 32 insertions(+), 16 deletions(-) diff --git a/episodes/delays-functions.Rmd b/episodes/delays-functions.Rmd index 16d18d83..94e2219f 100644 --- a/episodes/delays-functions.Rmd +++ b/episodes/delays-functions.Rmd @@ -40,16 +40,6 @@ This episode requires you to be familiar with: -To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in this episode will be to *choose* one specific set of epidemiological parameters from the literature, instead of copy/pasting them *by hand*, to plug them in to an `{EpiNow2}` analysis workflow. +To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in this episode will be to *choose* one specific set of epidemiological parameters from the literature, instead of *copying-and-pasting* them by hand, to plug them into an `{EpiNow2}` analysis workflow. From dbc5ce82b3e99e7b1fc9580331c388734fd87552 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 25 Mar 2024 17:21:09 +0000 Subject: [PATCH 205/206] adding {tidyverse} due to dplyr use --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index a51e2c75..7b6aae1a 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -54,7 +54,7 @@ To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in -Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{magrittr}` package: +Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to connect some of their functions, some `{tibble}` and `{dplyr}` functions, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) From 87d7f616c7f807587cc54efb27a8e99e996d6943 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Mon, 25 Mar 2024 17:39:39 +0000 Subject: [PATCH 206/206] add tidyverse to code chunk --- episodes/delays-reuse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/delays-reuse.Rmd b/episodes/delays-reuse.Rmd index 7b6aae1a..c2d62e7e 100644 --- a/episodes/delays-reuse.Rmd +++ b/episodes/delays-reuse.Rmd @@ -58,7 +58,7 @@ Let's start loading the `{epiparameter}` package. We'll use the pipe `%>%` to co ```{r,warning=FALSE,message=FALSE} library(epiparameter) -library(magrittr) +library(tidyverse) ``` ## The problem

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zVpXIw=wvDjF0Zb0uW2&IykA*&qFl8X;FHx#811}gy@urXqmpOo6cYVaj8>XB?f_4J zH`f~B`*9XdRs@N>g1(i-xFxQtx!Q;_g3rvfJe zF=d`^@7R-hRseJ_PEsFf9z_fy@#07lDt-KzdM=(Dp_?ZQUUrcy^A~8%G7UtuYC+L) z&%0(t7_HeN*BVWHOF11NJ?Ok|rCkCN_$5EqI7&hlz5l*5latz< zb5viWqntyinI%4&k!)wKd?73OQBi5vz#~p#K&AM7Ki-@aDOVb_+dh6(=5%i+Ojh09 zY1YD2S_XShxvRUvyZ%j>oH9LCJok%k`*w_nTt%P4-;`IwOIbO2R6pbO0SZokt7_^$ z;cgVc+PHPwGt!3h|dcw5@p^4Q+dvsG>D!h608J>W<94k>cS8Bsp*nRX{c z8ck{LOjgcolA8QRJQXkU - +[Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively.](fig/seria-interval-fitted-distributions.jpg) For that reason, we refer to all time periods them in terms of their distribution parameters of location (like mean and percentiles) and spread +| Gamma | mean | shape | rate/scale | +|:--------------|:--------------|:--------------|:--------------| +| MERS-CoV | 14.13(13.9–14.7) | 6.31(4.88–8.52) | 0.43(0.33–0.60) | +| COVID-19 | 5.1(5.0–5.5) | 2.77(2.09–3.88) | 0.53(0.38–0.76) | + +| Weibull | mean | shape | rate/scale | +|:--------------|:--------------|:--------------|:--------------| +| MERS-CoV | 14.2(13.3–15.2) | 3.07(2.64–3.63) | 16.1(15.0–17.1) | +| COVID-19 | 5.2(4.6–5.9) | 1.74(1.46–2.11) | 5.83(5.08–6.67) | + +Table: Serial interval estimates using gamma, Weibull and log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets. + +| Log normal | mean | mean-log | sd-log | +|:--------------|:--------------|:--------------|:--------------| +| MERS-CoV | 14.08(13.1–15.2) | 2.58(2.50–2.68) | 0.44(0.39–0.5) | +| COVID-19 | 5.2(4.2–6.5) | 1.45(1.31–1.61) | 0.63(0.54–0.74) | + ::::::::::::::::::::::::: Also, even if the *generation time* and *serial interval* have the same mean, their variance usually differ propagating bias to the Rt estimation. Rt estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). From 67f05910db9b4cf24d1c2d9c0938877b949fdef4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Dec 2023 19:11:14 +0000 Subject: [PATCH 092/206] remove episodes out of feature branch --- config.yaml | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/config.yaml b/config.yaml index e3ddcce7..c62ee29f 100644 --- a/config.yaml +++ b/config.yaml @@ -14,7 +14,7 @@ carpentry: 'incubator' title: 'Outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) -created: +created: # Comma-separated list of keywords for the lesson keywords: 'forecasts, epidemic models, interventions' @@ -58,13 +58,9 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # - another-learner.md # Order of episodes in your lesson -episodes: +episodes: - introduction.Rmd - read-delays.Rmd -- describe-cases.Rmd -- read-cases.Rmd -- describe-data.Rmd -- create-report.Rmd - quantify-transmissibility.Rmd - create-forecast.Rmd - simulating-transmission.Rmd @@ -73,13 +69,13 @@ episodes: - compare-interventions.Rmd # Information for Learners -learners: +learners: # Information for Instructors -instructors: +instructors: # Learner Profiles -profiles: +profiles: # Customisation --------------------------------------------- # From 502a2af60809c9ccdab8c8c3d48d0c077b1cf934 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Dec 2023 23:55:19 +0000 Subject: [PATCH 093/206] fix text and references on distrib params --- episodes/read-delays.Rmd | 40 +++++++++++++++++++++------------------- 1 file changed, 21 insertions(+), 19 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index ed77d814..4cf4650b 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -73,27 +73,30 @@ The generation time, jointly with the $R$, can inform about the speed of spread ![From the video by MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) -In calculating the effective reproductive number ($Rt$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. +In calculating the effective reproductive number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. This is because the date of onset of symptoms is more easily observed than the date of onset of infectiousness. - +![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) -However, this is valid for diseases in which infectiousness starts after symptom onset [(Chung Lau et al. 2021)](https://academic.oup.com/jid/article/224/10/1664/6356465). In cases where infectiousness starts before symptom onset serial intervals can be negative! This is the case of a pre-symptomatic transmission. +However, this is mostly valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can be negative, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). + +Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differ propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). ::::::::::::::::: callout -### From time to probability distributions. +### From time periods to probability distributions. -When calculating the *generation time*, we see that not all primary cases have the same probability to generate a secondary case. The onset and cessation of infectiousness may occur gradually. +When we calculate the *serial interval*, we see that not all case pairs have the same time length. We also observe this variability for individual time periods like the [incubation period](../learners/reference.md#incubation) and [infectious period](../learners/reference.md#infectiousness). -Equally, not all cases have the same probability to have a time period of equal duration. +![Serial intervals of possible case pairs in (a) COVID-19 and (b) MERSCoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/serial-interval-pairs.jpg) -[Serial intervals of possible case pairs in (a) COVID-19 and (b) MERSCoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset.](fig/serial-interval-pairs.jpg) +To summarize these data from individual and pair time periods, we can find the **statistical distributions** that best fits to the data ([McFarland et al., 2023](https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.27.2200806)). + -[Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively.](fig/seria-interval-fitted-distributions.jpg) +![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/seria-interval-fitted-distributions.jpg) -For that reason, we refer to all time periods them in terms of their distribution parameters of location (like mean and percentiles) and spread +Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. Each of these values can be reported with the *uncertainty* (95% confidence intervals) of each estimate. | Gamma | mean | shape | rate/scale | |:--------------|:--------------|:--------------|:--------------| @@ -105,22 +108,16 @@ For that reason, we refer to all time periods them in terms of their distributio | MERS-CoV | 14.2(13.3–15.2) | 3.07(2.64–3.63) | 16.1(15.0–17.1) | | COVID-19 | 5.2(4.6–5.9) | 1.74(1.46–2.11) | 5.83(5.08–6.67) | -Table: Serial interval estimates using gamma, Weibull and log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets. - | Log normal | mean | mean-log | sd-log | |:--------------|:--------------|:--------------|:--------------| | MERS-CoV | 14.08(13.1–15.2) | 2.58(2.50–2.68) | 0.44(0.39–0.5) | | COVID-19 | 5.2(4.2–6.5) | 1.45(1.31–1.61) | 0.63(0.54–0.74) | -::::::::::::::::::::::::: +Table: Serial interval estimates using gamma, Weibull and log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)). -Also, even if the *generation time* and *serial interval* have the same mean, their variance usually differ propagating bias to the Rt estimation. Rt estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). + - - - - - +::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::: challenge @@ -153,9 +150,14 @@ Why do you conclude that? :::::::::::::::::::::::::: - ::::::::::::::::::::::::::::::::::::::::::: + + + + + + ## Extract epidemiological parameters Our goal now is to replace the `generation_time` input that we used for `EpiNow2::epinow()`. 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b/learners/reference.md @@ -44,6 +44,9 @@ title: 'Glossary of Terms: Epiverse-TRACE' [Generation time]{#generationtime} : Time between the onset of infectiousness of an index case and its secondary case. This always needs to be positive. The generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval that can propagate bias to the estimation of the [incubation period](#incubation) and generation time ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). + + [Growth rate]{#growth} : The exponential growth rate tells us how much cases are increasing or decreasing at the start of an epidemic. It gives us a measure of speed of transmission, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). @@ -56,7 +59,7 @@ The generation time distribution is commonly estimated from data on the [serial : The time between becoming infected and the onset of symptoms. [More information on the incubation period](https://en.wikipedia.org/wiki/Latent_period_(epidemiology)#Incubation_period). This can be different to the [latent period](#latent) as shown in Figure 4 from ([Xiang et al. (2021)](https://www.sciencedirect.com/science/article/pii/S2468042721000038#fig4)). -The relationship between the incubation period and the [serial interval](#serialinterval) helps to define the type of infection transmission (symptomatic or pre-symptomatic). This is shown in Figure 2 at [Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2). +The relationship between the incubation period and the [serial interval](#serialinterval) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). [Indirect transmission]{#indirect} : Indirectly transmitted infections are passed on to humans via contact with vectors, animals or contaminated environment. Vector-borne infections, zoonoses and water-borne infections are modelled as indirectly transmitted. @@ -120,7 +123,7 @@ This can be different to the [incubation period](#incubation) as shown in Figure : The time delay between the onset of symptoms between a primary case and a secondary case. This can be negative when pre-symptomatic infection occurs. Most commonly, the serial interval distribution of an infection is used to estimate the [generation time](#generationtime) distribution ([(Cori et al., 2017)](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval, also applied to the [infectious period](#infectiousness) and [generation time](#generationtime) estimation ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). +The relationship between the serial interval and the [incubation period](#incubation) helps to define the type of infection transmission (symptomatic or pre-symptomatic) ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). [Stochastic model]{#stochastic} : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). From 8da35c96938874b14c8a7c40f1ac101ca22621b5 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 21 Dec 2023 23:59:41 +0000 Subject: [PATCH 096/206] remove figures from infectious period --- learners/reference.md | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/learners/reference.md b/learners/reference.md index d5de3ef8..9b6e41c0 100644 --- a/learners/reference.md +++ b/learners/reference.md @@ -67,13 +67,9 @@ The relationship between the incubation period and the [serial interval](#serial [Initial conditions]{#initial} : In [ODEs](#ordinary), the initial conditions are the values of the state variables at the start of the model simulation (at time 0). For example, if there is one infectious individual in a population of 1000 in an Susceptible-Infectious-Recovered model, the initial conditions would be $S(0) = 999$, $I(0) = 1$, $R(0) = 0$. -[Infectiousness]{#infectiousness} -: Also known as Duration of infectiousness. Time period between the onset and end of infectious [viral shedding](#viralshedding). Viral load and detection of infectious virus are the two key parameters for estimating infectiousness ([Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w)). - - -![Kinetics of RNA viral loads and infectious virus for ancestral SARS-CoV-2 in patients with mild-to-moderate disease. From [Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w/figures/2)](fig/virus-load-rna-copies.png) - -![Window and kinetics of SARS-CoV-2 infectiousness in recently infected contacts. From [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg) +[Infectious period]{#infectiousness} +: Also known as Duration of infectiousness. Time period between the onset and end of infectious [viral shedding](#viralshedding). +Viral load and detection of infectious virus are the two key parameters for estimating infectiousness ([Puhach et al., 2022](https://www.nature.com/articles/s41579-022-00822-w) and [Hakki et al, 2022](https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00226-0/fulltext)](fig/infectiousness-covid19.jpg)). From 113f1d6fe8658bd4b19920f424078ab6cc4dcb48 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 12:14:44 +0000 Subject: [PATCH 097/206] edit text with grammarly --- episodes/read-delays.Rmd | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4cf4650b..78b7d22f 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -41,7 +41,7 @@ pak::pak("epiverse-trace/epiparameter") ## Systematic review of Parameters -The [natural history](../learners/reference.md#naturalhistory) of an infectious disease shows that its development has a regularity from stage to stage. The time periods from a infectious disease inform about the timing of transmission and interventions. +The [natural history](../learners/reference.md#naturalhistory) of an infectious disease shows that its development has a regularity from stage to stage. The time periods from an infectious disease inform about the timing of transmission and interventions. ![Definition of key time periods. From [Xiang et al, 2021](https://www.sciencedirect.com/science/article/pii/S2468042721000038)](fig/time-periods.jpg) @@ -50,15 +50,15 @@ The [natural history](../learners/reference.md#naturalhistory) of an infectious ### Definitions -Take a look at the [glossary](../learners/reference.md) for the definitions of all the time periods of the figure above! +Look at the [glossary](../learners/reference.md) for the definitions of all the time periods of the figure above! ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarized input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogs that can help building models faster for coming outbreaks and epidemics from known and unknown pathogens related to known families of viruses. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues that can help build models faster for coming outbreaks and epidemics from known and unknown pathogens related to known families of viruses. -Let's explore how we can access to time periods and delays using `{epiparameter}` to plug them in to `{EpiNow2}`. We'll also use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: +Let's explore how we can access time periods and delays using `{epiparameter}` to plug them into `{EpiNow2}`. We'll also use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -71,16 +71,16 @@ library(tidyverse) The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. -![From the video by MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) +![Video from the MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) In calculating the effective reproductive number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. -This is because the date of onset of symptoms is more easily observed than the date of onset of infectiousness. +This is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. ![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) -However, this is mostly valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can be negative, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). +However, using the *serial interval* as an approximation of the *generation time* is primarily valid for diseases in which infectiousness starts after symptom onset ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)). In cases where infectiousness starts before symptom onset, the serial intervals can have negative values, which is the case of a pre-symptomatic transmission ([Nishiura et al. (2020)](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext#gr2)). -Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differ propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). +Additionally, even if the *generation time* and *serial interval* have the same mean, their variance usually differs, propagating bias to the $R_{t}$ estimation. $R_{t}$ estimates are sensitive not only to the mean generation time but also to the variance and form of the generation interval distribution [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409). ::::::::::::::::: callout From 0d1fcdf8e18dc468fd4d2e0eb74b2e2838359fea Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 12:22:11 +0000 Subject: [PATCH 098/206] fix links to figures and tables in distribution presentation --- episodes/read-delays.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 78b7d22f..3a62fb31 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -94,9 +94,9 @@ To summarize these data from individual and pair time periods, we can find the * -![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/seria-interval-fitted-distributions.jpg) +![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig5)).](fig/seria-interval-fitted-distributions.jpg) -Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. Each of these values can be reported with the *uncertainty* (95% confidence intervals) of each estimate. +Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. Each of these estimated values can be reported with their **uncertainty** (95% confidence intervals). | Gamma | mean | shape | rate/scale | |:--------------|:--------------|:--------------|:--------------| @@ -113,7 +113,7 @@ Statistical distributions are summarized in terms of their **summary statistics* | MERS-CoV | 14.08(13.1–15.2) | 2.58(2.50–2.68) | 0.44(0.39–0.5) | | COVID-19 | 5.2(4.2–6.5) | 1.45(1.31–1.61) | 0.63(0.54–0.74) | -Table: Serial interval estimates using gamma, Weibull and log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)). +Table: Serial interval estimates using Gamma, Weibull and Log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#tbl3)). From 963eae1bdfd75d413aa97bb455d8981faa2855ab Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 13:10:38 +0000 Subject: [PATCH 099/206] add presymptomatic line and reference --- episodes/read-delays.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 3a62fb31..4ec4f7a2 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -791,6 +791,8 @@ The proportion of pre-symptomatic transmission contributes to the effective repr ![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) +The proportion of presymptomatic transmission in SARS-CoV-2 has been heterogeneous with point estimates of 40% or grater ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)) + ::::::::::::::::::::::::::::::::: challenge ### WHAT TYPE OF TRANSMISSION? From 2cdbb66dde33340beaf924c95afc41fde38729d9 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 13:11:04 +0000 Subject: [PATCH 100/206] edit challenge writing --- episodes/read-delays.Rmd | 20 +++++++++----------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4ec4f7a2..d34fd1f5 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -115,26 +115,24 @@ Statistical distributions are summarized in terms of their **summary statistics* Table: Serial interval estimates using Gamma, Weibull and Log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#tbl3)). - - ::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::: challenge ### Serial interval -Let's assume that COVID-19 and SARS has similar Reproduction number values, and the Serial interval a good proxy of the generation interval. +Assume that COVID-19 and SARS have similar reproduction number values and that the serial interval is a fair approximation of the generation time. Given the Serial interval of both infections in the figure below: - Which one would be harder to control? - Why do you conclude that? -![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. From [Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/serial-interval-covid-sars.jpg) +![Serial interval of novel coronavirus (COVID-19) infections overlaid with a published distribution of SARS. ([Nishiura et al, 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext))](fig/serial-interval-covid-sars.jpg) ::::::::::::::::: hint -The peak of each curve can inform you about the location of the mean of each distribution. The larger the mean, the larger the serial interval. +The peak of each curve can inform you about the location of the mean of each distribution. The larger the mean, the larger the serial interval. :::::::::::::::::::::: @@ -146,17 +144,17 @@ Which one would be harder to control? Why do you conclude that? -- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around 4 days, and SARS is around 7 days. Thus, COVID-19 is likely to have newer generations in less time than SARS, assuming similar reproduction number in both. +- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around four days, and SARS is about seven days. Thus, COVID-19 will likely have newer generations in less time than SARS, assuming similar reproduction numbers in both. :::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: - - - - - +:::::::::::::::::::::: instructor + +The objective of the assessment above is to assess on the interpretation of a larger or shorter generation time. + +:::::::::::::::::::::: ## Extract epidemiological parameters From 5dc838d630255b2a2ab0611a2a3900159e4f3d0e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 18:14:14 +0000 Subject: [PATCH 101/206] remove installation code from episodes --- episodes/introduction.Rmd | 9 --------- episodes/read-delays.Rmd | 7 ------- 2 files changed, 16 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 23dd35a7..c5434d83 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -32,15 +32,6 @@ This episode requires you to be familiar with: **Epidemic theory** : Reproduction number. -This also requires the following package: - -```r -install_version( - package = "EpiNow2", version = "1.4.0", - repos = "http://cran.us.r-project.org" -) -``` - ::::::::::::::::::::::::::::::::: ## Why to use R packages for Outbreak analytics? diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index d34fd1f5..886b3eb4 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -30,13 +30,6 @@ This episode requires you to be familiar with: **Epidemic theory** : Epidemiological parameters. Time periods. -This also requires the following package: - -```r -if(!require("pak")) install.packages("pak") -pak::pak("epiverse-trace/epiparameter") -``` - ::::::::::::::::::::::::::::::::: ## Systematic review of Parameters From 1b7e1c5336cb8e4fa7f007d41e895903ce8e4508 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 20:29:20 +0000 Subject: [PATCH 102/206] replace ver to express calculation --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index c5434d83..cb78dbdf 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -44,7 +44,7 @@ of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guide - if $R>1$, the epidemic is likely to growth, - if $R<1$, the epidemic is likely to decline. -To estimate the reproduction number we can use two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. Then, to get it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, that code should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! +To estimate the reproduction number we can use two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. But to calculate it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, the code we write should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. From 9b03bffa0b8621674a9aa69df7017603e36aed8a Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 20:29:39 +0000 Subject: [PATCH 103/206] add delay word for generation time --- episodes/introduction.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index cb78dbdf..7f530652 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -97,14 +97,14 @@ generation_time <- dist_spec( In the `epinow()` function we can add: - the `reported_cases` data frame, -- the `generation_time` distribution, and +- the `generation_time` delay distribution, and - the computation `stan` parameters for this calculation: ```{r,message=FALSE,warning=FALSE,cache=TRUE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], - # distribution + # delays generation_time = generation_time_opts(generation_time), # computation stan = stan_opts( From 2f4d96a06dddb01bd8cbc7d042f9867ee140a529 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 22 Dec 2023 20:39:16 +0000 Subject: [PATCH 104/206] review intro with grammarly --- episodes/introduction.Rmd | 42 +++++++++++++++++++-------------------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 7f530652..d83cd76a 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -8,15 +8,15 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions -- Why to use R packages for Outbreak analytics? +- Why use R packages for Outbreak analytics? - What can we do to analyse our outbreak data? -- How can I start doing Outbreak analytics with R? +- How can I start doing Outbreak Analytics with R? :::::::::::::::::::::::::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::: objectives -- Explain our vision on the need of outbreak analytics R packages. +- Explain our vision on the need for outbreak analytics R packages. - Share our strategy to create R packages into an outbreak analytics pipeline. - Define our plan to start your learning path in outbreak analytics with R. @@ -36,27 +36,27 @@ This episode requires you to be familiar with: ## Why to use R packages for Outbreak analytics? -Outbreaks appear with different diseases and in different contexts but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). +Outbreaks appear with different diseases and in different contexts, but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). -Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer to them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population +Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: -- if $R>1$, the epidemic is likely to growth, +- if $R>1$, the epidemic is likely to grow, - if $R<1$, the epidemic is likely to decline. -To estimate the reproduction number we can use two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. But to calculate it, we need to apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, the code we write should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! +We can estimate the reproduction number by initially using two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. But to calculate it, we must apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, the code we write should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! -In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests, and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community, to perform less error-prone data analysis pipelines. +In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community to perform less error-prone data analysis pipelines. ::::::::::::::::::::::::::::::::: discussion ### Questions to think about -Remember your last experience with outbreak data and reflect in these questions: +Remember your last experience with outbreak data and reflect on these questions: -- What data sources you needed to understand the outbreak? -- How did you get accessed to that data? -- Is that analysis pipeline you followed reusable for a next response? +- What data sources did you need to understand the outbreak? +- How did you get access to that data? +- Is that analysis pipeline you followed reusable for the next response? Reflect on your experiences. @@ -65,7 +65,7 @@ Reflect on your experiences. ## Example: Quantify transmission -The `{EpiNow2}` package provide us with a three-steps solution to _quantify the transmissibility_. Let's see how to do this with a minimal example. First, load the package: +The `{EpiNow2}` package provides a three-step solution to _quantify the transmissibility_. Let's see how to do this with a minimal example. First, load the package: ```{r,warning=FALSE} library(EpiNow2) @@ -73,7 +73,7 @@ library(EpiNow2) ### First, get your case data -Case incidence data needs be stored in a data frame with the observed number of cases per day. We can read example from the package: +Case incidence data must be stored in a data frame with the observed number of cases per day. We can read an example from the package: ```{r} example_confirmed @@ -81,7 +81,7 @@ example_confirmed ### Then, set the generation time -Not all primary cases have the same probability to generate a secondary case. The onset and cessation of [infectiousness](../learners/reference.md#infectiousness) may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: +Not all primary cases have the same probability of generating a secondary case. The onset and cessation of [infectiousness](../learners/reference.md#infectiousness) may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: ```{r} generation_time <- dist_spec( @@ -134,7 +134,7 @@ However, _quantifying the transmissibility_ during a real-life outbreak response Usually, we receive outbreak data in non-standard formats, requiring specific steps and taking the most time to prepare usable data inputs. Some of them are: -- Read parameters from literature +- Read delay distributions from the literature - Read and clean case data - Validate your linelist - Describe case data @@ -152,9 +152,9 @@ So, all these tasks can be interconnected in a pipeline: ## What can we do? -Our strategy is to gradually incorporate specialized R packages into our traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. +Our strategy is gradually incorporating specialised R packages into our traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. -Epiverse-TRACE aim is to provide a software ecosystem for outbreak analytics. We support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. +Epiverse-TRACE's aim is to provide a software ecosystem for outbreak analytics. We support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. ![](fig/pkgs-hexlogos.png) @@ -186,7 +186,7 @@ file.path(pkg_path) |> Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. -- In the first set of episodes, you will learn how to optimize the reading and cleaning of epidemiological parameters and case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. This includes package like `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. +- In the first set of episodes, you will learn how to optimise the reading of delay distributions and cleaning of case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. These include packages like `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. - Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. This includes `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. @@ -196,8 +196,8 @@ Our plan for these tutorials is to introduce key solutions from packages in all ::::::::::::::::::::::::::::::::::::: keypoints - Our vision is to have pipelines of R packages for outbreak analytics. -- Our strategy is to create interconnected tasks to get public health relevant outputs. -- Our plan is to introduce about package solutions and theory bits for each of the tasks in the outbreak analytics pipeline. +- Our strategy is to create interconnected tasks to get relevant outputs for public health questions. +- We plan to introduce package solutions and theory bits for each of the tasks in the outbreak analytics pipeline. :::::::::::::::::::::::::::::::::::::::::::::::: From 5f5fa69cc0a571f00c7cfb00921039b4768fc71c Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 00:09:24 +0000 Subject: [PATCH 105/206] add specific objectives and keypoints --- episodes/read-delays.Rmd | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 886b3eb4..fccb0f74 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -15,8 +15,11 @@ editor_options: ::::::::::::::::::::::::::::::::::::: objectives -- Get epidemological parameters from systematic reviews. -- Convert statistical summary to distribution parameters. +- Get delays from a systematic review with `{epiparameter}`. +- Get statistical summaries and distribution parameters of delay distributions. +- Use distribution functions from delay distributions. +- Convert a continuous to a discrete delay distribution. +- Convert delay statistical summaries to distribution parameters. :::::::::::::::::::::::::::::::::::::::::::::::: @@ -1096,7 +1099,11 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `{epiparameter}` +- Use `{epiparameter}` to access to systematic review catalog of epidemiological delay distributions. +- Use `epidist_db()` to select single delay distributions. +- Use `list_distributions()` for a overview of multiple delay distributions. +- Use `discretise()` to convert continuous to discrete delay distributions. +- Use `{epiparameter}` probability functions for any delay distributions. :::::::::::::::::::::::::::::::::::::::::::::::: From 7e3d759994ab87e1d457940c239a77394f997956 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 00:10:09 +0000 Subject: [PATCH 106/206] homogenize reference to delays --- episodes/read-delays.Rmd | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index fccb0f74..3377fff0 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -751,10 +751,14 @@ serial_interval_ebola <- distribution = "gamma" ) +# name of type of distribution +# only for the discretised distribution +ebola_serial_discrete$prob_dist$name + epinow_estimates <- epinow( # cases reported_cases = ebola_confirmed, - # distribution + # delays generation_time = generation_time_opts(serial_interval_ebola), # computation stan = stan_opts( @@ -860,9 +864,8 @@ Use `{epiparameter}` to: epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], - # generation time - generation_time = generation_time_opts(serial_interval_covid), # delays + generation_time = generation_time_opts(serial_interval_covid), delays = delay_opts(incubation_time_covid), # computation stan = stan_opts( @@ -898,7 +901,7 @@ incubation_time_covid <- dist_spec( epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], - # generation time + # delays generation_time = generation_time_opts(serial_interval_covid), # delays delays = delay_opts(incubation_time_covid), @@ -978,7 +981,7 @@ influenza_cleaned <- outbreaks::influenza_england_1978_school %>% epinow_estimates <- epinow( # cases reported_cases = influenza_cleaned, - # distribution + # delays generation_time = generation_time_opts(generation_time_influenza), # computation stan = stan_opts( From e501160920df787b1df1665b8bb3b538d6f4eff7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 00:10:48 +0000 Subject: [PATCH 107/206] complete introduction section --- episodes/read-delays.Rmd | 36 +++++++++++++++++++++++++++++++----- 1 file changed, 31 insertions(+), 5 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 3377fff0..1d005b99 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -35,7 +35,7 @@ This episode requires you to be familiar with: ::::::::::::::::::::::::::::::::: -## Systematic review of Parameters +## Introduction The [natural history](../learners/reference.md#naturalhistory) of an infectious disease shows that its development has a regularity from stage to stage. The time periods from an infectious disease inform about the timing of transmission and interventions. @@ -50,11 +50,38 @@ Look at the [glossary](../learners/reference.md) for the definitions of all the ::::::::::::::::::::::::: -However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues that can help build models faster for coming outbreaks and epidemics from known and unknown pathogens related to known families of viruses. +However, early in an epidemic, modelling efforts can be delayed by the lack of a centralized resource that summarises input parameters for the disease of interest ([Nash et al., 2023](https://mrc-ide.github.io/epireview/)). Projects like `{epiparameter}` and `{epireview}` are building online catalogues following systematic review protocols that can help build models faster for coming outbreaks and epidemics from known pathogens and unknown ones related to known families of viruses. - + -Let's explore how we can access time periods and delays using `{epiparameter}` to plug them into `{EpiNow2}`. We'll also use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: +To exemplify how to use `{epiparameter}` in your analysis pipeline, our goal in this episode will be to replace the `generation_time` input that we can use for `EpiNow2::epinow()`. + +```r +epinow_estimates <- epinow( + # cases + reported_cases = example_confirmed[1:60], + # delays + generation_time = generation_time_opts(generation_time), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) +``` + +To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to manually specify the delay distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: + +```r +generation_time <- dist_spec( + mean = 3.6, + sd = 3.1, + max = 20, + distribution = "lognormal" +) +``` + +Let's explore how we can access to this and other time delays using `{epiparameter}`. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -62,7 +89,6 @@ library(EpiNow2) library(tidyverse) ``` - ## Find a Generation time The generation time, jointly with the $R$, can inform about the speed of spread and its feasibility of control. Given a $R>1$, with a shorter generation time, cases can appear more quickly. From 9ddd3f78250e7573b6ea92bb372a456b237c87e0 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 00:11:25 +0000 Subject: [PATCH 108/206] relocate episode goal to introduction --- episodes/read-delays.Rmd | 27 --------------------------- 1 file changed, 27 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 1d005b99..918be9da 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -180,33 +180,6 @@ The objective of the assessment above is to assess on the interpretation of a la ## Extract epidemiological parameters -Our goal now is to replace the `generation_time` input that we used for `EpiNow2::epinow()`. - -```r -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # distribution - generation_time = generation_time_opts(generation_time), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) -``` - -To do this replacement, instead of plug-in numeric values to `EpiNow2::dist_spec()` to manually specify the distribution parameters, we are going to collect them from the library of epidemiological parameters provided by `{epiparameter}`: - -```r -generation_time <- dist_spec( - mean = 3.6, - sd = 3.1, - max = 20, - distribution = "lognormal" -) -``` - First, let's assume that the data set `example_confirmed` have COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. Let's start by looking at how many parameters do we have in the epidemiological distributions database (`epidist_db`) for the `disease` named `covid`-19: From 59b3256e1751ce6c7c79399c441ee1d19e68b0e7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 00:12:34 +0000 Subject: [PATCH 109/206] complete content writing --- episodes/read-delays.Rmd | 124 ++++++++++++++++++++++++--------------- 1 file changed, 77 insertions(+), 47 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 918be9da..5c10d555 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -108,7 +108,7 @@ Additionally, even if the *generation time* and *serial interval* have the same ### From time periods to probability distributions. -When we calculate the *serial interval*, we see that not all case pairs have the same time length. We also observe this variability for individual time periods like the [incubation period](../learners/reference.md#incubation) and [infectious period](../learners/reference.md#infectiousness). +When we calculate the *serial interval*, we see that not all case pairs have the same time length. We will observe this variability for any case pair and individual time period, including the [incubation period](../learners/reference.md#incubation) and [infectious period](../learners/reference.md#infectiousness). ![Serial intervals of possible case pairs in (a) COVID-19 and (b) MERSCoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/serial-interval-pairs.jpg) @@ -200,7 +200,7 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters we have one `generation` time entry but for Influenza. We can try to look at the `serial` intervals for `COVID`-19. +Currently, in the library of epidemiological parameters we have one `generation` time entry but for Influenza. Taking the considerations explained above, we can try to look at the `serial` intervals for `COVID`-19. ```{r} epiparameter::epidist_db( @@ -255,9 +255,13 @@ epiparameter::epidist_db( ### How does `single_epidist` works? -Take a look into help documentation for `?epiparameter::epidist_db()`. +Looking at the help documentation for `?epiparameter::epidist_db()`: -> Note: If multiple entries match the arguments supplied and `single_epidist = TRUE` then the `⁠⁠ that is parameterised and has the largest sample size will be returned (read `?is_parameterised()`). If multiple entries are equal after this sorting the first entry will be returned. +- If multiple entries match the arguments supplied and `single_epidist = TRUE`, +- Then the `⁠`⁠ that is parameterised and has the largest sample size will be returned. +- If multiple entries are equal after this sorting the first entry will be returned. + +What does a parametrised `` is? Look at `?is_parameterised`. ::::::::::::::::::::::::: @@ -350,7 +354,10 @@ Take 1 minute to: 3. Explore all the other nested elements within the `` object. -Share what is the most interesting element for you! +Share about: + +- What elements you find useful for your analysis? +- What other elements would you like to see in this object? How? ::::::::: hint @@ -388,7 +395,7 @@ We will explore these concepts at the end! ## Continuous distributions -The following output has four entries with different content in the probability distribution (`prob_distribution`) column: +The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: ```{r} distribution <- @@ -401,22 +408,27 @@ distribution %>% list_distributions() ``` -Entries with a missing value (``) in the `prob_distribution` column only posses summary statistics associated with it. Run these commands to find the difference: +Entries with a missing value (``) in the `prob_distribution` column are *non-parameterised* entries. They have summary statistics but no probability distribution. Compare these two outputs: ```{r,eval=FALSE} distribution[[1]]$summary_stats distribution[[1]]$prob_dist ``` -As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated to it provided by an `inference_method` as shown in `metadata`. Run these commands to find the difference: +::::::::::::::::: spoiler + +### Parameterised entries have an Inference method + +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated to it provided by an `inference_method` as shown in `metadata`: ```{r,eval=FALSE} distribution[[1]]$metadata$inference_method distribution[[2]]$metadata$inference_method -distribution[[3]]$metadata$inference_method distribution[[4]]$metadata$inference_method ``` +::::::::::::::::::::::::: + In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., log-normal, weibull, normal). ```{r} @@ -430,10 +442,14 @@ In `{epiparameter}` you will mostly find **continuous** distributions like these - the *Cumulative Distribution Function (CDF)*. ```{r} -plot(distribution[[2]], day_range = 0:20) +plot(distribution[[2]]) ``` -With the `day_range` argument you can change the length or number of days in the `x` axis. +With the `day_range` argument you can change the length or number of days in the `x` axis. Explore how does it looks like: + +```{r,eval=FALSE} +plot(distribution[[2]], day_range = 0:20) +``` ::::::::::::::::: discussion @@ -441,34 +457,32 @@ With the `day_range` argument you can change the length or number of days in the Explore this shinyapp called **The Distribution Zoo**! -Follow these steps to reproduce the `covid_serialint` distribution: +Follow these steps to reproduce the form of the `covid_serialint` distribution: -- Access to shinyapp website! +- Access to shinyapp website, - Go to the left panel, - Keep the *Category of distribution*: `Continuous Univariate`, -- Select a new *Distribution type*: `Log-Normal`, -- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a track or bar, to the `covid_serialint` parameters. - - +- Select a new *Type of distribution*: `Log-Normal`, +- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar, to the `covid_serialint` parameters. -Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore: +Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore How does the shape of a distribution change when its parameters change. -- How does the shape of a distribution change when its parameters change? +Share about: -Share what other useful features you find in the website. +- What other features in the website you find useful? ::::::::::::::::::::::::: + + ## Distribution functions -In R, all the statistical distributions has functions to access to: +In R, all the statistical distributions has functions to access to the: -- density, -- cumulative distribution function, -- quantile function, and -- random variate generation. +- Probability **Density** function (PDF), +- Cumulative Distribution function (**CDF**), +- **Quantile** function, and +- **Random** drawn values from the given distribution. :::::::::::: spoiler @@ -516,9 +530,13 @@ Access to the reference documentation (Help files) for these functions is access ::::::::::::::::::::::::::::::::: challenge -### 99th percentile of the serial interval? +### Lenght of contact tracing and the Serial interval + +The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). + +Calculate: -When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 99% of symptom onset to occur? +- When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 99% of symptom onset to occur? ::::::::::::::::: hint @@ -534,7 +552,7 @@ quantile(covid_serialint, p = 0.99) The 99% percent of the symptom onset of secondary cases will happen after 14.99 days after the symptom onset of primary cases. -_Does this result make sense or is expected?_ +_Is this result expected in epidemiological terms?_ :::::::::::::::::::::::::: @@ -553,7 +571,8 @@ We can use the set of distribution functions for a _continuous_ distribution (as When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: ```{r} -covid_serialint_discrete <- epiparameter::discretise(covid_serialint) +covid_serialint_discrete <- + epiparameter::discretise(covid_serialint) covid_serialint_discrete ``` @@ -564,29 +583,32 @@ We identify this change in the `Distribution:` output line of the `` ob Distribution: discrete lnorm ``` -For a **continuous** distribution, we plot the *Probability Density Function (PDF)*: +While for a **continuous** distribution, we plot the *Probability Density Function (PDF)*, for a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: ```{r,eval=FALSE} +# continuous plot(covid_serialint) -``` - -For a **discrete** distribution, we plot the *Probability Mass Function (PMF)*: -```{r} +# discrete plot(covid_serialint_discrete) ``` To finally get a `max` value let's access to the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. ```{r} -covid_serialint_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.999) +covid_serialint_discrete_max <- + covid_serialint_discrete$prob_dist$q(p = 0.999) ``` ::::::::::::::::::::::::::::::::: challenge -### 99th percentile of the incubation period of COVID-19 +### Lenght of quarentine and Incubation period -Within what time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? +The **incubation period** distribution is a useful delay to assess for the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). + +Calculate: + +- Within what time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? ::::::::::::::::: hint @@ -699,11 +721,12 @@ base::plot(epinow_estimates) ::::::::::::::::::::::::::::::::: challenge -### EBOLA +### Ebola's effective reproductive number Download the [Ebola dataset](data/ebola_cases.csv): - Reuse one epidemiological parameter to estimate the effective reproductive number for the Ebola dataset. +- Why you choose that parameter? ```{r,eval=FALSE} ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") @@ -711,14 +734,17 @@ ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") ::::::::::::::::: hint -Key functions we applied until now: +To calculate the Rt we need: + +- data set with confirmed cases per day, and +- one key delay distribution -- `epidist_db` -- `list_distributions` -- `discretise` -- probability functions +Key functions we applied in this episodes are: -Review the type of distribution of the parameter you choose. +- `epidist_db()` +- `list_distributions()` +- `discretise()` +- probability functions for continuous and discrete distributions :::::::::::::::::::::: @@ -738,7 +764,11 @@ epidist_db(disease = "ebola") %>% list_distributions() # subset one distribution -ebola_serial <- epidist_db(disease = "ebola", epi_dist = "serial", single_epidist = T) +ebola_serial <- epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = T +) ebola_serial_discrete <- discretise(ebola_serial) From beb25b8d2e93f17e6b9c8acefd4037858be95b82 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 05:26:31 +0000 Subject: [PATCH 110/206] separate linelist --- episodes/introduction.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index d83cd76a..440a5f6e 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -136,7 +136,7 @@ Usually, we receive outbreak data in non-standard formats, requiring specific st - Read delay distributions from the literature - Read and clean case data -- Validate your linelist +- Validate your line list - Describe case data And this is not the end. After _quantifying transmissibility_ we need to answer more key public health questions like: What is the attack rate we expect? What would be the impact of a given intervention? We can use the reproduction number and other outputs as new inputs for complementary tasks. For example: @@ -162,7 +162,7 @@ Epiverse-TRACE's aim is to provide a software ecosystem for outbreak analytics. # eval = TRUE # turn on if maintainers manage to # adapt css from main page to varnish -pkg_list <- c("readepi","cleanepi","linelist","epiparameter","episoap") +# pkg_list <- c("readepi","cleanepi","linelist","epiparameter","episoap") # from https://github.com/epiverse-trace/epiverse-trace.github.io/blob/main/index.qmd From 8340f35d3eb3c75b7605b2da09468118b47c2deb Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 05:26:53 +0000 Subject: [PATCH 111/206] complete editing of episode --- episodes/read-delays.Rmd | 447 ++++++++++++++++++++++++--------------- 1 file changed, 280 insertions(+), 167 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 5c10d555..7e1401ee 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -8,8 +8,9 @@ editor_options: :::::::::::::::::::::::::::::::::::::: questions -- how to get delay distributions from a systematic review? -- what is the natural history of the disease? +- How to get delay distributions from a systematic review? +- How to connect reused delays with my existing analysis pipeline? +- When to reuse delays from a systematic review? :::::::::::::::::::::::::::::::::::::::::::::::: @@ -19,7 +20,6 @@ editor_options: - Get statistical summaries and distribution parameters of delay distributions. - Use distribution functions from delay distributions. - Convert a continuous to a discrete delay distribution. -- Convert delay statistical summaries to distribution parameters. :::::::::::::::::::::::::::::::::::::::::::::::: @@ -95,7 +95,7 @@ The generation time, jointly with the $R$, can inform about the speed of spread ![Video from the MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) -In calculating the effective reproductive number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. +In calculating the effective reproduction number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. This is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. ![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) @@ -330,7 +330,6 @@ Now, from the output of `epiparameter::epidist_db()`, What is an [offspring dist :::::::::::::::::::::::::: - ::::::::::::::::::::::::::::::::::::::::::: ## Extract the summary statistics @@ -530,13 +529,13 @@ Access to the reference documentation (Help files) for these functions is access ::::::::::::::::::::::::::::::::: challenge -### Lenght of contact tracing and the Serial interval +### Window for contact tracing and the Serial interval -The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). +The **serial interval** is important in the optimization of contact tracing since it provides a time window for the containment of a disease spread ([Fine, 2003](https://academic.oup.com/aje/article/158/11/1039/162725)). Depending on the serial interval, we can evaluate the need to expand the number of days pre-onset to consider in the contact tracing to include more backwards contacts ([Davis et al., 2020](https://assets.publishing.service.gov.uk/media/61e9ab3f8fa8f50597fb3078/S0523_Oxford_-_Backwards_contact_tracing.pdf)). -Calculate: +With the COVID-19 serial interval (`covid_serialint`) calculate: -- When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 99% of symptom onset to occur? +- How much more of the backward cases could be captured if the contact tracing method considered contacts up to 6 days pre-onset compared to 2 days pre-onset? ::::::::::::::::: hint @@ -547,12 +546,34 @@ In Figure 5 from the [R probability functions for the normal distribution](https ::::::::::::::::: solution ```{r} -quantile(covid_serialint, p = 0.99) +plot(covid_serialint) +cdf(covid_serialint,q = 2) +cdf(covid_serialint,q = 6) ``` -The 99% percent of the symptom onset of secondary cases will happen after 14.99 days after the symptom onset of primary cases. +Given the COVID-19 serial interval: -_Is this result expected in epidemiological terms?_ +- A contact tracing method that consider contacts up to 2 days pre-onset will already capture around 11.1% of backwards cases. + +- If this period was extended to 6 days pre-onset then this could include 76.2% of backward contacts. + +:::::::::::::::::::::::::: + +::::::::::::::::: solution + +### What if + +If we exchange the question between days and cumulative probability to: + +- When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? + +```{r} +quantile(covid_serialint, p = 0.55) +``` + +An interpretation could be: + +- The 55% percent of the symptom onset of secondary cases will happen after 4.2 days after the symptom onset of primary cases. :::::::::::::::::::::::::: @@ -602,17 +623,17 @@ covid_serialint_discrete_max <- ::::::::::::::::::::::::::::::::: challenge -### Lenght of quarentine and Incubation period +### Lenght of quarantine and Incubation period -The **incubation period** distribution is a useful delay to assess for the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). +The **incubation period** distribution is a useful delay to assess for the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). Calculate: -- Within what time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? +- Within what exact time frame do 99% of individuals who develop COVID-19 symptoms exhibit them after infection? ::::::::::::::::: hint -First, we are asking about a different distribution delay: incubation period +What is the delay distribution that measures the time between infection and symptoms onset? Probability function for `` **discrete** distributions differ from the *continuous* ones! @@ -670,13 +691,56 @@ covid_incubation_discrete$prob_dist$q(0.99) 99% of those who develop COVID-19 symptoms will do so within 16 days of infection. -_Dive into the structure of this new `` R object for discrete distributions!_ +_Is this result expected in epidemiological terms?_ :::::::::::::::::::::::::: +::::::::::::::::::::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::: challenge + +### Ebola's severity parameter + +A severity parameter like the duration of hospitalization could add into the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). + +For Ebola: + +- what is a reported point estimate and uncertainty of the mean duration of health-care and case isolation? + +::::::::::::::::: hint + +An informative delay measures the time from symptom onset to recovery or death. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r} +# one way to get the list of all the available parameters +epidist_db(disease = "all") %>% + list_distributions() %>% + as_tibble() %>% + distinct(epi_distribution) + +ebola_severity <- epidist_db( + disease = "ebola", + epi_dist = "onset to discharge" +) + +# point estimate +ebola_severity$summary_stats$mean +# 95% confidence intervals +ebola_severity$summary_stats$mean_ci +# limits of the confidence intervals +ebola_severity$summary_stats$mean_ci_limits +``` + +:::::::::::::::::::::::::: ::::::::::::::::::::::::::::::::::::::::::: + ## Plug-in `{epiparameter}` to `{EpiNow2}` Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! @@ -697,7 +761,7 @@ serial_interval_covid ### Warning -Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates. Even more in diseases with reported pre-symptomatic transmission! +Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates. Even more in diseases with reported pre-symptomatic transmission. :::::::::::::::::: @@ -721,11 +785,11 @@ base::plot(epinow_estimates) ::::::::::::::::::::::::::::::::: challenge -### Ebola's effective reproductive number +### Ebola's effective reproduction number Download the [Ebola dataset](data/ebola_cases.csv): -- Reuse one epidemiological parameter to estimate the effective reproductive number for the Ebola dataset. +- Reuse one epidemiological parameter to estimate the effective reproduction number for the Ebola dataset. - Why you choose that parameter? ```{r,eval=FALSE} @@ -805,78 +869,17 @@ plot(epinow_estimates) ::::::::::::::::::::::::::::::::::::::::::: +## Adjusting for reporting delays -## Add the Incubation period - -For `{EpiNow2}`, we can specify relevant delay distributions like the [incubation period](../learners/reference.md#incubation). - -The lengths of the Serial interval and Incubation period determine the type of transmission of a disease. - -![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) - -The proportion of pre-symptomatic transmission contributes to the effective reproductive number and expected new cases to have. - -![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) - -The proportion of presymptomatic transmission in SARS-CoV-2 has been heterogeneous with point estimates of 40% or grater ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)) - -::::::::::::::::::::::::::::::::: challenge - -### WHAT TYPE OF TRANSMISSION? - -Compare the serial interval and incubation period of Influenza and MERS: - -- What type of transmission have Influenza? -- What type of transmission have MERS? -- Does these results correlates with the available evidence? - -::::::::::::::::: hint - -Key functions: - -- `epidist_db()` -- `epidist$summary_stats$` - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r} -# pre-symptomatic transmission -epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = T)$summary_stats$mean -epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = T)$summary_stats$mean - -# symptomatic transmission -epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = T)$summary_stats$median -epidist_db(disease = "mers",epi_dist = "serial",single_epidist = T)$summary_stats$mean -``` - -```{r,eval=FALSE} -# pre-symptomatic transmission -epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = T)$summary_stats$mean -epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = T)$summary_stats$mean - -# symptomatic transmission -epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = T)$summary_stats$mean -epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_stats$mean -``` - - -:::::::::::::::::::::::::: - - -::::::::::::::::::::::::::::::::::::::::::: +Estimating $R_t$ requires data on the daily number of new infections. Due to lags in the development of detectable viral loads, symptom onset, seeking care, and reporting, these numbers are not readily available. All observations reflect transmission events from some time in the past. In other words, if $d$ is the delay from infection to observation, then observations at time $t$ inform $R_{t−d}$, not $R_t$. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007) +![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) - +The delay distribution could be inferred jointly with the underlying times of infection or estimated as the sum of the [incubation period](../learners/reference.md#incubation) distribution and the distribution of delays from symptom onset to observation from line list data ([reporting delay](../learners/reference.md#reportingdelay)). - - +For `{EpiNow2}`, we can specify these complementary delay distributions in the `delays` argument. - - - - +![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) ::::::::::::::::::::::::::::::::: challenge @@ -884,11 +887,13 @@ epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_sta Use `{epiparameter}` to: -- Find and incubation period for COVID-19 -- Add to our last `epinow()` code chunk the `incubation_time_covid` in the `delays` argument. +- Find and incubation period for COVID-19. +- Add it our last `epinow()` code chunk using the `delays` argument and the `delay_opts()` helper function. ::::::::::::::::: hint +The `delays` argument and the `delay_opts()` helper function are analogous to the `generation_time` argument and the `generation_time_opts()` helper function. + ```r epinow_estimates <- epinow( # cases @@ -946,11 +951,7 @@ base::plot(epinow_estimates) :::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - -:::::::::::::: discussion +:::::::::::::: solution ### How much it changed? @@ -958,15 +959,121 @@ After adding the incubation period, discuss: - Does the retrospective trend of forecast changed? - Does the uncertainty changed? +- How would you explain or interpret any of these changes? :::::::::::::::::::::::::::: -## Extract parameters +::::::::::::::::::::::::::::::::::::::::::: - +::::::::::::::::::::::::::::::::: challenge + +### Ebola's effective reproduction number adjusted by reporting delays + +Using the same [Ebola dataset](data/ebola_cases.csv): + +- Reuse one additional epidemiological parameter for the `delays` argument in `EpiNow2::epinow()`. +- Estimate the effective reproduction number using `EpiNow2::epinow()`. +- Why you choose that parameter? + +```{r,eval=FALSE} +ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") +``` + +::::::::::::::::: hint + +There are two complementary delay distributions that we can use to estimate the $R_t$ at time $t$. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=FALSE} +# read data from tutorial repository R project +ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +``` + +```{r,message=FALSE,warning=FALSE,eval=FALSE} +# read data +ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") + +# list distributions +epidist_db(disease = "ebola") %>% + list_distributions() + +# subset one distribution for the generation time +ebola_serial <- epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = T +) + +ebola_serial_discrete <- discretise(ebola_serial) + +serial_interval_ebola <- + dist_spec( + mean = ebola_serial$summary_stats$mean, + sd = ebola_serial$summary_stats$sd, + max = ebola_serial_discrete$prob_dist$q(p = 0.999), + distribution = "gamma" + ) + +# subset one distribution for delay of incubation period +ebola_incubation <- epidist_db( + disease = "ebola", + epi_dist = "incubation", + single_epidist = T +) + +ebola_incubation_discrete <- discretise(ebola_incubation) + +incubation_period_ebola <- + dist_spec( + mean = ebola_incubation$summary_stats$mean, + sd = ebola_incubation$summary_stats$sd, + max = ebola_incubation_discrete$prob_dist$q(p = 0.999), + distribution = "gamma" + ) + +epinow_estimates <- epinow( + # cases + reported_cases = ebola_confirmed, + # delays + generation_time = generation_time_opts(serial_interval_ebola), + delays = delay_opts(incubation_period_ebola), + # computation + stan = stan_opts( + cores = 4, samples = 1000, chains = 3, + control = list(adapt_delta = 0.99) + ) +) + +plot(epinow_estimates) + +``` + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::: challenge + +### Extract parameters + +Use the `influenza_england_1978_school` from the `{outbreaks}` package to calculate the effective reproduction number. + +::::::::::::::::: hint + +How to get the mean and standard deviation from a generation time with median and quantiles as summary statistics? + +- Look at how to extract parameters from `{epiparameter}` vignette on [parameter extraction and conversion](https://epiverse-trace.github.io/epiparameter/articles/extract_convert.html) + +:::::::::::::::::::::: + +::::::::::::::::: solution -### formative + ```{r,eval=FALSE} # what parameters are are available for influenza? @@ -979,15 +1086,14 @@ influenza_generation <- epidist_db(disease = "influenza",epi_dist = "generation" influenza_generation_discrete <- discretise(influenza_generation) +# problem +# the summary statistics fo not have mean and sd +influenza_generation$summary_stats influenza_generation$summary_stats$median influenza_generation$summary_stats$quantiles -# question: is dispersion valid for quantiles? -# convert_summary_stats_to_params( -# distribution = "lnorm", -# median = influenza_generation$summary_stats$median, -# quantiles = influenza_generation$summary_stats$quantiles) - +# solution +# extract parameters from percentiles influenza_extracted <- extract_param( type = "percentiles", values = c(influenza_generation$summary_stats$quantiles[1], @@ -996,6 +1102,8 @@ influenza_extracted <- extract_param( percentiles = c(0.05,0.95) ) +influenza_extracted + generation_time_influenza <- dist_spec( mean = influenza_extracted[1], @@ -1022,106 +1130,111 @@ epinow_estimates <- epinow( plot(epinow_estimates) ``` -### formative +```{r,eval=FALSE,echo=FALSE} +# question: is dispersion valid for quantiles? +# convert_summary_stats_to_params( +# distribution = "lnorm", +# median = influenza_generation$summary_stats$median, +# quantiles = influenza_generation$summary_stats$quantiles) +``` + +:::::::::::::::::::::::::: -```{r} -# formative, now with ebola ----------------------------------------------- +::::::::::::::::::::::::::::::::::::::::::: -# read ebola +## When to reuse? When to estimate? +In the early stage of an outbreak we can rely on reusing parameters, for known and unknown pathogens, even for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). +But when data from **lines list paired with contact tracing** is available, we are in the possibility to estimate the key delays distributions that best fit our data. This will help us to inform, compare and update any previous estimate about questions like: + +- How to get serial interval from case data? +- how long should contacts be followed? +- what is the required duration of contact tracing? +- how long should cases be isolated to reduce transmission? + +However, the methods to accurately estimate delays like the generation interval from contact tracing data involve adjusting for biases like like **[censoring](../learners/reference.md#censoring)**, **[right truncation](../learners/reference.md#truncation)** and **[epidemic phase bias](../learners/reference.md#phasebias)**. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) + +We can identify what entries in the `{epiparameter}` library assessed for these biases in their methodology with the `method_assess` nested entry: + +```{r} +covid_serialint$method_assess ``` -However, this still propagates potential biases like +::::::::::::::::: testimonial -- censoring bias (short periods) -- reporting bias (recent contacts) +### How to estimating delay distributions for Disease X? -## Add the Reporting delays +Refer to this excellent tutorial on how to estimate the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. -Estimating Rt requires data on the daily number of new infections (i.e., transmission events). Due to lags in the development of detectable viral loads, symptom onset, seeking care, and reporting, these numbers are not readily available. All observations reflect transmission events from some time in the past. In other words, if d is the delay from infection to observation, then observations at time t inform Rt−d, not Rt. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007) +- Tutuorial in English: +- Tutorial en Español: -![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) +::::::::::::::::::::::::::::: -We can opt to adjust `{EpiNow2}` outputs by the [reporting delay](../learners/reference.md#reportingdelay) that condition the report of confirmed cases. +:::::::::::::::::::::::::: spoiler -![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) +### How to assess for pre-symptomatic infection? -### any epiparameter? +The lengths of the Serial interval and Incubation period determine the type of transmission of a disease. -```{r} -epidist_db(disease = "all") %>% list_distributions() %>% - as_tibble() %>% - distinct(epi_distribution) -``` +![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) -### replace in epinow2 +Estimating the proportion of presymptomatic infections, or the extent to which infectiousness precedes symptom onset will determine the effectiveness of contact tracing and the feasibility of controlling an outbreak ([Fraser et al., 2004](https://www.pnas.org/doi/full/10.1073/pnas.0307506101) and [Hellewell et al., 2020](https://www.thelancet.com/article/S2214-109X(20)30074-7/fulltext)). -```{r} + -``` +![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) -### epinow2 +Meta-analysis on the proportion of presymptomatic and asymptomatic transmission in SARS-CoV-2 found limitations of the evidence given high heterogeneity and high risk of selection and information bias between studies ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)). This is a call to action to improve the Outbreak Analytic pipelines to use and reuse in the early phase of an outbreak. -```{r,message=FALSE,warning=FALSE,cache=TRUE,eval=FALSE} -reporting_delay <- dist_spec( - mean = convert_to_logmean(2, 1), - sd = convert_to_logsd(2, 1), - max = 10, distribution = "lognormal" -) +::::::::::::::::::::::::::::::::::: -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # delays - generation_time = generation_time_opts(generation_time), - delays = delay_opts( - incubation_period + reporting_delay - ), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) -``` +::::::::::::::::::::::::::::::::: challenge -## Severity parameters +### WHAT TYPE OF TRANSMISSION? -The three examples above represent transmission parameters. +Compare the serial interval and incubation period of Influenza and MERS: -One example of severity parameter is the duration of hospitalization (bed capacity needed) +- What type of transmission have Influenza? +- What type of transmission have MERS? +- Does these results correlates with the available evidence? -### explore +::::::::::::::::: hint -```{r} -epidist_db(disease = "all") %>% list_distributions() %>% - as_tibble() %>% - distinct(epi_distribution) -``` +Key functions: -## From our data! (callout) +- `epidist_db()` +- `epidist$summary_stats$` -- How to get serial interval from case data? -- how long should contacts be followed? -- what is the required duration of contact tracing? -- how long should cases be isolated to reduce transmission? +:::::::::::::::::::::: -An interesting example is the `method_assess` nested entry, which refers to the methods used to assess for the bias while estimating the serial interval distribution. +::::::::::::::::: solution ```{r} -covid_serialint$method_assess +# pre-symptomatic transmission +epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = T)$summary_stats$mean +epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = T)$summary_stats$mean + +# symptomatic transmission +epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = T)$summary_stats$median +epidist_db(disease = "mers",epi_dist = "serial",single_epidist = T)$summary_stats$mean ``` -Fit a parametric distribution to estimate the mean and sd +```{r,eval=FALSE} +# pre-symptomatic transmission +epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = T)$summary_stats$mean +epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = T)$summary_stats$mean -estimate serial interval from case and contact data pairs +# symptomatic transmission +epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = T)$summary_stats$mean +epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_stats$mean +``` - +:::::::::::::::::::::::::: -ref: https://epiverse-trace.github.io/epimodelac/EnfermedadX.html +::::::::::::::::::::::::::::::::::::::::::: -Recall that "Methods for accurate estimation of the generation interval from contact tracing data involve adjusting for right truncation and accounting for population susceptibility at the times transmission pairs are observed" [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) ## G [Generation time]{#generationtime} : Time between the onset of infectiousness of an index case and its secondary case. This always needs to be positive. The generation time distribution is commonly estimated from data on the [serial interval](#serialinterval) distribution of an infection ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). -Different sampling approaches can generate biases given left and right censoring in the estimation of the serial interval that can propagate bias to the estimation of the [incubation period](#incubation) and generation time ([Chen et al., 2022](https://www.nature.com/articles/s41467-022-35496-8/figures/2)). @@ -101,7 +103,11 @@ This can be different to the [incubation period](#incubation) as shown in Figure [Offspring distribution]{#offspringdist} : Distribution of the number of secondary cases caused by a particular infected individual. ([Lloyd-Smith et al., 2005](https://www.nature.com/articles/nature04153), [Endo et al., 2020](https://wellcomeopenresearch.org/articles/5-67/v3)) - +## P + +[(Dynamical or Epidemic) Phase bias]{#phasebias} +: Accounts for population susceptibility at the times transmission pairs are observed. +It is a type of sampling bias. It affects backward-looking data and is related to the phase of the epidemic: during the exponential growth phase, cases that developed symptoms recently are over-represented in the observed data, while during the declining phase, these cases are underrepresented, leading to the estimation of shorter and longer delay intervals, respectively. ([Park et al., in progress](https://github.com/parksw3/epidist-paper)) @@ -125,7 +131,10 @@ The relationship between the serial interval and the [incubation period](#incuba : A model that includes some stochastic process resulting in variation in model simulations for the same initial conditions and parameter values. Examples include stochastic differential equations and branching process models. For more detail see [Allen (2017)](https://doi.org/10.1016/j.idm.2017.03.001). - +## T + +[(Right) Truncation]{#truncation} +: Type of sampling bias related to the data collection process. It arises because only cases that have been reported can be observed. Not accounting for right truncation during the growth phase of an epidemic can lead to underestimation of the mean delay ([Park et al., in progress](https://github.com/parksw3/epidist-paper)). From cd50c5636c617466ba53f5d8f7b4612b5cdbdfed Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 05:29:08 +0000 Subject: [PATCH 113/206] reduce to lower keys on subtitle --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 7e1401ee..94429760 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -1192,7 +1192,7 @@ Meta-analysis on the proportion of presymptomatic and asymptomatic transmission ::::::::::::::::::::::::::::::::: challenge -### WHAT TYPE OF TRANSMISSION? +### What type of transmission? Compare the serial interval and incubation period of Influenza and MERS: From 08cd4133dea754b4cdcf326577ca0e192889e32e Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 05:54:33 +0000 Subject: [PATCH 114/206] edit with grammarly --- episodes/read-delays.Rmd | 177 +++++++++++++++++++-------------------- 1 file changed, 88 insertions(+), 89 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 94429760..058a0947 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -10,7 +10,7 @@ editor_options: - How to get delay distributions from a systematic review? - How to connect reused delays with my existing analysis pipeline? -- When to reuse delays from a systematic review? +- When should delays be reused from a systematic review? :::::::::::::::::::::::::::::::::::::::::::::::: @@ -81,7 +81,7 @@ generation_time <- dist_spec( ) ``` -Let's explore how we can access to this and other time delays using `{epiparameter}`. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: +Let's explore how we can access this and other time delays using `{epiparameter}`. We'll use the pipe `%>%` to connect some of their functions, so let's also call to the `{tidyverse}` package: ```{r,warning=FALSE,message=FALSE} library(epiparameter) @@ -96,7 +96,7 @@ The generation time, jointly with the $R$, can inform about the speed of spread ![Video from the MRC Centre for Global Infectious Disease Analysis, Ep 76. Science In Context - Epi Parameter Review Group with Dr Anne Cori (27-07-2023) at ](fig/reproduction-generation-time.png) In calculating the effective reproduction number ($R_{t}$), the *generation time* distribution is often approximated by the [serial interval](../learners/reference.md#serialinterval) distribution. -This is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. +This frequent approximation is because it is easier to observe and measure the onset of symptoms than the onset of infectiousness. ![A schematic of the relationship of different time periods of transmission between an infector and an infectee in a transmission pair. Exposure window is defined as the time interval having viral exposure, and transmission window is defined as the time interval for onward transmission with respect to the infection time ([Chung Lau et al. 2021](https://academic.oup.com/jid/article/224/10/1664/6356465)).](fig/serial-interval-observed.jpeg) @@ -110,15 +110,15 @@ Additionally, even if the *generation time* and *serial interval* have the same When we calculate the *serial interval*, we see that not all case pairs have the same time length. We will observe this variability for any case pair and individual time period, including the [incubation period](../learners/reference.md#incubation) and [infectious period](../learners/reference.md#infectiousness). -![Serial intervals of possible case pairs in (a) COVID-19 and (b) MERSCoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/serial-interval-pairs.jpg) +![Serial intervals of possible case pairs in (a) COVID-19 and (b) MERS-CoV. Pairs represent a presumed infector and their presumed infectee plotted by date of symptom onset ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig6)).](fig/serial-interval-pairs.jpg) -To summarize these data from individual and pair time periods, we can find the **statistical distributions** that best fits to the data ([McFarland et al., 2023](https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.27.2200806)). +To summarize these data from individual and pair time periods, we can find the **statistical distributions** that best fit the data ([McFarland et al., 2023](https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2023.28.27.2200806)). - + -![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distribution, lognormal, gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig5)).](fig/seria-interval-fitted-distributions.jpg) +![Fitted serial interval distribution for (a) COVID-19 and (b) MERS-CoV based on reported transmission pairs in Saudi Arabia. We fitted three commonly used distributions, Lognormal, Gamma, and Weibull distributions, respectively ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#fig5)).](fig/seria-interval-fitted-distributions.jpg) -Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. Each of these estimated values can be reported with their **uncertainty** (95% confidence intervals). +Statistical distributions are summarized in terms of their **summary statistics** like the *location* (mean and percentiles) and *spread* (variance or standard deviation) of the distribution, or with their **distribution parameters** that inform about the *form* (shape and rate/scale) of the distribution. These estimated values can be reported with their **uncertainty** (95% confidence intervals). | Gamma | mean | shape | rate/scale | |:--------------|:--------------|:--------------|:--------------| @@ -135,7 +135,7 @@ Statistical distributions are summarized in terms of their **summary statistics* | MERS-CoV | 14.08(13.1–15.2) | 2.58(2.50–2.68) | 0.44(0.39–0.5) | | COVID-19 | 5.2(4.2–6.5) | 1.45(1.31–1.61) | 0.63(0.54–0.74) | -Table: Serial interval estimates using Gamma, Weibull and Log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#tbl3)). +Table: Serial interval estimates using Gamma, Weibull, and Log normal distributions. 95% confidence intervals for the shape and scale (logmean and sd for Log normal) parameters are shown in brackets ([Althobaity et al., 2022](https://www.sciencedirect.com/science/article/pii/S2468042722000537#tbl3)). ::::::::::::::::::::::::: @@ -143,7 +143,7 @@ Table: Serial interval estimates using Gamma, Weibull and Log normal distributio ### Serial interval -Assume that COVID-19 and SARS have similar reproduction number values and that the serial interval is a fair approximation of the generation time. +Assume that COVID-19 and SARS have similar reproduction number values and that the serial interval approximates the generation time. Given the Serial interval of both infections in the figure below: @@ -166,7 +166,7 @@ Which one would be harder to control? Why do you conclude that? -- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around four days, and SARS is about seven days. Thus, COVID-19 will likely have newer generations in less time than SARS, assuming similar reproduction numbers in both. +- COVID-19 has the lowest mean serial interval. The approximate mean value for the serial interval of COVID-19 is around four days, and SARS is about seven days. Thus, COVID-19 will likely have newer generations in less time than SARS, assuming similar reproduction numbers. :::::::::::::::::::::::::: @@ -174,15 +174,15 @@ Why do you conclude that? :::::::::::::::::::::: instructor -The objective of the assessment above is to assess on the interpretation of a larger or shorter generation time. +The objective of the assessment above is to assess the interpretation of a larger or shorter generation time. :::::::::::::::::::::: ## Extract epidemiological parameters -First, let's assume that the data set `example_confirmed` have COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. +First, let's assume that the data set `example_confirmed` has COVID-19 observed cases. So, we need to find a reported generation time for COVID-19 or any other useful parameter for this aim. -Let's start by looking at how many parameters do we have in the epidemiological distributions database (`epidist_db`) for the `disease` named `covid`-19: +Let's start by looking at how many parameters we have in the epidemiological distributions database (`epidist_db`) for the `disease` named `covid`-19: ```{r} epiparameter::epidist_db( @@ -190,9 +190,9 @@ epiparameter::epidist_db( ) ``` -From the `{epiparameter}` package, we can use the `epidist_db()` function to ask for any `disease` and also for an specific epidemiological distribution (`epi_dist`). +From the `{epiparameter}` package, we can use the `epidist_db()` function to ask for any `disease` and also for a specific epidemiological distribution (`epi_dist`). -Let's ask now how many parameters do we have in the epidemiological distributions database (`epidist_db`) with the generation time using the string `generation`: +Let's ask now how many parameters we have in the epidemiological distributions database (`epidist_db`) with the generation time using the string `generation`: ```{r} epiparameter::epidist_db( @@ -200,7 +200,7 @@ epiparameter::epidist_db( ) ``` -Currently, in the library of epidemiological parameters we have one `generation` time entry but for Influenza. Taking the considerations explained above, we can try to look at the `serial` intervals for `COVID`-19. +Currently, in the library of epidemiological parameters, we have one `generation` time entry for Influenza. Considering the abovementioned considerations, we can look at the `serial` intervals for `COVID`-19. ```{r} epiparameter::epidist_db( @@ -217,7 +217,7 @@ epiparameter::epidist_db( ::::::::::::::::::::::::: -We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset we can add the previous code the `epiparameter::list_distributions()` function using the pipe `%>%`: +We get more than one epidemiological delay. To summarize this view and get the column names from the underlying parameter dataset, we can add the `epiparameter::list_distributions()` function to the previous code using the pipe `%>%`: ```{r} epiparameter::epidist_db( @@ -258,16 +258,16 @@ epiparameter::epidist_db( Looking at the help documentation for `?epiparameter::epidist_db()`: - If multiple entries match the arguments supplied and `single_epidist = TRUE`, -- Then the `⁠`⁠ that is parameterised and has the largest sample size will be returned. -- If multiple entries are equal after this sorting the first entry will be returned. +- Then, the parameterised `⁠`⁠ with the largest sample size will be returned. +- If multiple entries are equal after this sorting, the first entry will be returned. What does a parametrised `` is? Look at `?is_parameterised`. ::::::::::::::::::::::::: -Now we have an epidemiological parameter we can reuse! We can use it to replace the numbers we plug-in to `EpiNow2::dist_spec()`. +Now, we have an epidemiological parameter we can reuse! We can replace the numbers we plug into `EpiNow2::dist_spec()`. -Let's do this by assigning this `` class object to the `covid_serialint` object. +Let's assign this `` class object to the `covid_serialint` object. ```{r} covid_serialint <- @@ -291,7 +291,7 @@ Take 5 minutes: - How many delay distributions are for the incubation period of Ebola? -- What type of distribution has the incubation period of Ebola with highest sample size? +- What type of distribution has the incubation period of Ebola with the highest sample size? ::::::::::::::::: hint @@ -355,7 +355,7 @@ Take 1 minute to: Share about: -- What elements you find useful for your analysis? +- What elements do you find useful for your analysis? - What other elements would you like to see in this object? How? ::::::::: hint @@ -380,7 +380,7 @@ covid_serialint$summary_stats$sd covid_serialint$metadata$sample_size ``` -An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for the bias while estimating the serial interval distribution. +An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for bias while estimating the serial interval distribution. ```{r} covid_serialint$method_assess @@ -418,7 +418,7 @@ distribution[[1]]$prob_dist ### Parameterised entries have an Inference method -As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated to it provided by an `inference_method` as shown in `metadata`: +As detailed in `?is_parameterised`, a parameterised distribution is the entry that has a probability distribution associated with it provided by an `inference_method` as shown in `metadata`: ```{r,eval=FALSE} distribution[[1]]$metadata$inference_method @@ -428,14 +428,14 @@ distribution[[4]]$metadata$inference_method ::::::::::::::::::::::::: -In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., log-normal, weibull, normal). +In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., log-normal, Weibull, normal). ```{r} distribution %>% list_distributions() ``` -In `{epiparameter}` you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: +In `{epiparameter}`, you will mostly find **continuous** distributions like these. You can visualize any of them with the `plot()` function and access to: - the *Probability Density Function (PDF)* and - the *Cumulative Distribution Function (CDF)*. @@ -444,7 +444,7 @@ In `{epiparameter}` you will mostly find **continuous** distributions like these plot(distribution[[2]]) ``` -With the `day_range` argument you can change the length or number of days in the `x` axis. Explore how does it looks like: +With the `day_range` argument, you can change the length or number of days in the `x` axis. Explore what it look like: ```{r,eval=FALSE} plot(distribution[[2]], day_range = 0:20) @@ -462,13 +462,13 @@ Follow these steps to reproduce the form of the `covid_serialint` distribution: - Go to the left panel, - Keep the *Category of distribution*: `Continuous Univariate`, - Select a new *Type of distribution*: `Log-Normal`, -- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar, to the `covid_serialint` parameters. +- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. -Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore How does the shape of a distribution change when its parameters change. +Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore how the shape of a distribution changes when its parameters change. Share about: -- What other features in the website you find useful? +- What other features of the website do you find helpful? ::::::::::::::::::::::::: @@ -476,24 +476,24 @@ Share about: ## Distribution functions -In R, all the statistical distributions has functions to access to the: +In R, all the statistical distributions have functions to access the: - Probability **Density** function (PDF), - Cumulative Distribution function (**CDF**), - **Quantile** function, and -- **Random** drawn values from the given distribution. +- **Random** values from the given distribution. :::::::::::: spoiler ### Functions for the Normal distribution -If you needed it, read in detail about the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), each of its definitions and identify in which part of a distribution they are located! +If you need it, read in detail about the [R probability functions for the normal distribution](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc), each of its definitions and identify in which part of a distribution they are located! ![The four probability functions for the normal distribution ([Jack Weiss, 2012](https://sakai.unc.edu/access/content/group/3d1eb92e-7848-4f55-90c3-7c72a54e7e43/public/docs/lectures/lecture13.htm#probfunc))](fig/fig5a-normaldistribution.png) :::::::::::::::::::: -If you look at `?stats::Distributions`, each type of distribution has a unique set functions. However, `{epiparameter}` allows gives you one same set of four functions to access to each of the values above for any `` object you want! +If you look at `?stats::Distributions`, each type of distribution has a unique set of functions. However, `{epiparameter}` gives you the same four functions to access each of the values above for any `` object you want! ```{r,eval=FALSE} # plot this to have a visual reference @@ -553,9 +553,9 @@ cdf(covid_serialint,q = 6) Given the COVID-19 serial interval: -- A contact tracing method that consider contacts up to 2 days pre-onset will already capture around 11.1% of backwards cases. +- A contact tracing method considering contacts up to 2 days pre-onset will capture around 11.1% of backward cases. -- If this period was extended to 6 days pre-onset then this could include 76.2% of backward contacts. +- If this period is extended to 6 days pre-onset, this could include 76.2% of backward contacts. :::::::::::::::::::::::::: @@ -565,7 +565,7 @@ Given the COVID-19 serial interval: If we exchange the question between days and cumulative probability to: -- When considering secondary cases, after how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? +- When considering secondary cases, how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? ```{r} quantile(covid_serialint, p = 0.55) @@ -585,9 +585,9 @@ An interpretation could be: We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). -One way to do this is getting the quantile value for the the 99.9th percentile or `0.999` cumulative probability of the distribution. For this we need to access to the set of distribution functions for our `` object. +One way to do this is to get the quantile value for the distribution's 99.9th percentile or `0.999` cumulative probability. For this, we need access to the set of distribution functions for our `` object. -We can use the set of distribution functions for a _continuous_ distribution (as above). However, this values will be _continuous_ numbers. To get discrete values from a continuous distribution we can **discretize** the continuous distribution stored in our `` object. +We can use the set of distribution functions for a _continuous_ distribution (as above). However, these values will be _continuous_ numbers. We can **discretize** the continuous distribution stored in our `` object to get discrete values from a continuous distribution. When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: @@ -614,7 +614,7 @@ plot(covid_serialint) plot(covid_serialint_discrete) ``` -To finally get a `max` value let's access to the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access to the `summary_stats` values. +To finally get a `max` value, let's access the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access the `summary_stats` values. ```{r} covid_serialint_discrete_max <- @@ -625,7 +625,7 @@ covid_serialint_discrete_max <- ### Lenght of quarantine and Incubation period -The **incubation period** distribution is a useful delay to assess for the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +The **incubation period** distribution is a useful delay to assess the length of active monitoring or quarantine ([Lauer et al., 2020](https://www.acpjournals.org/doi/10.7326/M20-0504)). Similarly, delays from symptom onset to recovery (or death) will determine the required duration of health-care and case isolation ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). Calculate: @@ -633,9 +633,9 @@ Calculate: ::::::::::::::::: hint -What is the delay distribution that measures the time between infection and symptoms onset? +What delay distribution measures the time between infection and the onset of symptoms? -Probability function for `` **discrete** distributions differ from the *continuous* ones! +The probability function for `` **discrete** distributions differ from the *continuous* ones! ```{r,eval=FALSE} # plot to have a visual reference @@ -647,7 +647,7 @@ covid_serialint_discrete$prob_dist$d(10) # cumulative probability at quantile value 10 (day) covid_serialint_discrete$prob_dist$cdf(10) -# in what quantile value (days) we have the 60% cumulative probability? +# In what quantile value (days) do we have the 60% cumulative probability? covid_serialint_discrete$prob_dist$q(0.6) # covid_serialint_discrete$prob_dist$qf(0.6) # as in continuous distribution @@ -662,7 +662,7 @@ tibble( quantile_values = seq(1L, to = x_limit, by = 1L) ) %>% mutate( - # calculate the values for each quantiles in the density function + # calculate the values for each quantile in the density function density_values = covid_serialint_discrete$prob_dist$d(quantile_values) ) %>% ggplot(aes( @@ -702,7 +702,7 @@ _Is this result expected in epidemiological terms?_ ### Ebola's severity parameter -A severity parameter like the duration of hospitalization could add into the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). +A severity parameter like the duration of hospitalization could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). For Ebola: @@ -743,7 +743,7 @@ ebola_severity$summary_stats$mean_ci_limits ## Plug-in `{epiparameter}` to `{EpiNow2}` -Now we are ready to plug-in all to the `EpiNow2::dist_spec()` function! +Now we can plug everything into the `EpiNow2::dist_spec()` function! ```{r} serial_interval_covid <- @@ -761,11 +761,11 @@ serial_interval_covid ### Warning -Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates. Even more in diseases with reported pre-symptomatic transmission. +Using the serial interval instead of the generation time is an alternative that can propagate bias in your estimates, even more so in diseases with reported pre-symptomatic transmission. :::::::::::::::::: -Now, let's replace the `generation_time` input that we used for `EpiNow2::epinow()`. +Let's replace the `generation_time` input we used for `EpiNow2::epinow()`. ```{r,eval=FALSE} epinow_estimates <- epinow( @@ -790,7 +790,7 @@ base::plot(epinow_estimates) Download the [Ebola dataset](data/ebola_cases.csv): - Reuse one epidemiological parameter to estimate the effective reproduction number for the Ebola dataset. -- Why you choose that parameter? +- Why did you choose that parameter? ```{r,eval=FALSE} ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") @@ -798,12 +798,12 @@ ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") ::::::::::::::::: hint -To calculate the Rt we need: +To calculate the $R_t$, we need: -- data set with confirmed cases per day, and +- data set with confirmed cases per day and - one key delay distribution -Key functions we applied in this episodes are: +Key functions we applied in this episode are: - `epidist_db()` - `list_distributions()` @@ -815,7 +815,7 @@ Key functions we applied in this episodes are: ::::::::::::::::: solution ```{r,eval=FALSE} -# read data from tutorial repository R project +# read data from the tutorial repository R project ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") ``` @@ -844,7 +844,7 @@ serial_interval_ebola <- distribution = "gamma" ) -# name of type of distribution +# name of the type of distribution # only for the discretised distribution ebola_serial_discrete$prob_dist$name @@ -887,8 +887,8 @@ For `{EpiNow2}`, we can specify these complementary delay distributions in the ` Use `{epiparameter}` to: -- Find and incubation period for COVID-19. -- Add it our last `epinow()` code chunk using the `delays` argument and the `delay_opts()` helper function. +- Find an incubation period for COVID-19. +- Add our last `epinow()` code chunk using the `delays` argument and the `delay_opts()` helper function. ::::::::::::::::: hint @@ -953,12 +953,12 @@ base::plot(epinow_estimates) :::::::::::::: solution -### How much it changed? +### How much has it changed? After adding the incubation period, discuss: -- Does the retrospective trend of forecast changed? -- Does the uncertainty changed? +- Does the retrospective trend of forecast change? +- Has the uncertainty changed? - How would you explain or interpret any of these changes? :::::::::::::::::::::::::::: @@ -968,13 +968,13 @@ After adding the incubation period, discuss: ::::::::::::::::::::::::::::::::: challenge -### Ebola's effective reproduction number adjusted by reporting delays +### Ebola's effective reproduction number was adjusted by reporting delays Using the same [Ebola dataset](data/ebola_cases.csv): - Reuse one additional epidemiological parameter for the `delays` argument in `EpiNow2::epinow()`. - Estimate the effective reproduction number using `EpiNow2::epinow()`. -- Why you choose that parameter? +- Why did you choose that parameter? ```{r,eval=FALSE} ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") @@ -982,14 +982,14 @@ ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") ::::::::::::::::: hint -There are two complementary delay distributions that we can use to estimate the $R_t$ at time $t$. +We can use two complementary delay distributions to estimate the $R_t$ at time $t$. :::::::::::::::::::::: ::::::::::::::::: solution ```{r,eval=FALSE} -# read data from tutorial repository R project +# read data from the tutorial repository R project ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") ``` @@ -1018,7 +1018,7 @@ serial_interval_ebola <- distribution = "gamma" ) -# subset one distribution for delay of incubation period +# subset one distribution for delay of the incubation period ebola_incubation <- epidist_db( disease = "ebola", epi_dist = "incubation", @@ -1076,7 +1076,7 @@ How to get the mean and standard deviation from a generation time with median an ```{r,eval=FALSE} -# what parameters are are available for influenza? +# What parameters are available for Influenza? epidist_db(disease = "influenza") %>% list_distributions() %>% as_tibble() %>% @@ -1087,7 +1087,7 @@ influenza_generation <- epidist_db(disease = "influenza",epi_dist = "generation" influenza_generation_discrete <- discretise(influenza_generation) # problem -# the summary statistics fo not have mean and sd +# the summary statistics do not have mean and sd influenza_generation$summary_stats influenza_generation$summary_stats$median influenza_generation$summary_stats$quantiles @@ -1144,16 +1144,15 @@ plot(epinow_estimates) ## When to reuse? When to estimate? -In the early stage of an outbreak we can rely on reusing parameters, for known and unknown pathogens, even for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). +In the early stage of an outbreak, we can rely on reusing parameters for known and unknown pathogens, even for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). -But when data from **lines list paired with contact tracing** is available, we are in the possibility to estimate the key delays distributions that best fit our data. This will help us to inform, compare and update any previous estimate about questions like: +But when data from **lines list paired with contact tracing** is available, we can estimate the key delay distributions that best fit our data. These will help us to inform, compare and update any previous estimate about questions like: -- How to get serial interval from case data? -- how long should contacts be followed? -- what is the required duration of contact tracing? -- how long should cases be isolated to reduce transmission? +- How long should contacts be followed? +- What is the required duration of contact tracing? +- How long should cases be isolated to reduce transmission? -However, the methods to accurately estimate delays like the generation interval from contact tracing data involve adjusting for biases like like **[censoring](../learners/reference.md#censoring)**, **[right truncation](../learners/reference.md#truncation)** and **[epidemic phase bias](../learners/reference.md#phasebias)**. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) +However, the methods to accurately estimate delays like the generation interval from contact tracing data involve adjusting for biases like **[censoring](../learners/reference.md#censoring)**, **[right truncation](../learners/reference.md#truncation)** and **[epidemic phase bias](../learners/reference.md#phasebias)**. [(Gostic et al., 2020)](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) We can identify what entries in the `{epiparameter}` library assessed for these biases in their methodology with the `method_assess` nested entry: @@ -1163,11 +1162,11 @@ covid_serialint$method_assess ::::::::::::::::: testimonial -### How to estimating delay distributions for Disease X? +### How to estimate delay distributions for Disease X? -Refer to this excellent tutorial on how to estimate the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. +Refer to this excellent tutorial on estimating the serial interval and incubation period of Disease X accounting for *censoring* using Bayesian inference with packages like `{rstan}` and `{coarseDataTools}`. -- Tutuorial in English: +- Tutorial in English: - Tutorial en Español: ::::::::::::::::::::::::::::: @@ -1176,17 +1175,17 @@ Refer to this excellent tutorial on how to estimate the serial interval and incu ### How to assess for pre-symptomatic infection? -The lengths of the Serial interval and Incubation period determine the type of transmission of a disease. +The lengths of the Serial interval and Incubation period determine the type of disease transmission. ![The relationship between the incubation period and serial interval. From [Nishiura 2020](https://www.ijidonline.com/article/S1201-9712(20)30119-3/fulltext)](fig/incubation-period-serial-interval.jpg) -Estimating the proportion of presymptomatic infections, or the extent to which infectiousness precedes symptom onset will determine the effectiveness of contact tracing and the feasibility of controlling an outbreak ([Fraser et al., 2004](https://www.pnas.org/doi/full/10.1073/pnas.0307506101) and [Hellewell et al., 2020](https://www.thelancet.com/article/S2214-109X(20)30074-7/fulltext)). +Estimating the proportion of pre-symptomatic infections, or the extent to which infectiousness precedes symptom onset will determine the effectiveness of contact tracing and the feasibility of controlling an outbreak ([Fraser et al., 2004](https://www.pnas.org/doi/full/10.1073/pnas.0307506101) and [Hellewell et al., 2020](https://www.thelancet.com/article/S2214-109X(20)30074-7/fulltext)). - + -![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) +![Parameter estimates. Plausible ranges for the key parameters R0 and θ (read the main text for sources) for four viral infections of public concern are shown as shaded regions. The size of the shaded area reflects the uncertainties in the parameter estimates. [Fraser et al., 2004](https://www.pnas.org/doi/10.1073/pnas.0307506101)](fig/reproduction-number-pre-symptomatic.png) -Meta-analysis on the proportion of presymptomatic and asymptomatic transmission in SARS-CoV-2 found limitations of the evidence given high heterogeneity and high risk of selection and information bias between studies ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)). This is a call to action to improve the Outbreak Analytic pipelines to use and reuse in the early phase of an outbreak. +Meta-analysis on the proportion of pre-symptomatic and asymptomatic transmission in SARS-CoV-2 found limitations of the evidence given high heterogeneity and high risk of selection and information bias between studies ([Buitrago-Garcia et al., 2022](https://journals.plos.org/plosmedicine/article/figure?id=10.1371/journal.pmed.1003987.g003)). This is a call to action to improve the Outbreak Analytic pipelines to use and reuse in the early phase of an outbreak. ::::::::::::::::::::::::::::::::::: @@ -1196,9 +1195,9 @@ Meta-analysis on the proportion of presymptomatic and asymptomatic transmission Compare the serial interval and incubation period of Influenza and MERS: -- What type of transmission have Influenza? -- What type of transmission have MERS? -- Does these results correlates with the available evidence? +- What type of transmission has Influenza? +- What type of transmission has MERS? +- Do these results correlate with the available evidence? ::::::::::::::::: hint @@ -1244,9 +1243,9 @@ update it from last epiparameter test ::::::::::::::::::::::::::::::::::::: keypoints -- Use `{epiparameter}` to access to systematic review catalog of epidemiological delay distributions. +- Use `{epiparameter}` to access the systematic review catalogue of epidemiological delay distributions. - Use `epidist_db()` to select single delay distributions. -- Use `list_distributions()` for a overview of multiple delay distributions. +- Use `list_distributions()` for an overview of multiple delay distributions. - Use `discretise()` to convert continuous to discrete delay distributions. - Use `{epiparameter}` probability functions for any delay distributions. From ec116ce98787a692bf3df3b1b21f7ad009e01dcd Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 06:33:53 +0000 Subject: [PATCH 115/206] edits after visual inspection of render website --- episodes/read-delays.Rmd | 135 +++++++++++++++++++++------------------ 1 file changed, 72 insertions(+), 63 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 058a0947..d845d071 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -296,6 +296,7 @@ Take 5 minutes: ::::::::::::::::: hint The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: + - disease, - epidemiological distribution, - the type of the probability distribution, @@ -306,7 +307,7 @@ The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list al ::::::::::::::::: solution -```{r} +```{r,eval=FALSE} # 16 delays distributions epiparameter::epidist_db( disease = "ebola" @@ -372,7 +373,7 @@ Use the `str()` to display the structure of the `` R object. :::::::::: solution -```{r} +```{r,eval=FALSE} # get the sd covid_serialint$summary_stats$sd @@ -380,6 +381,12 @@ covid_serialint$summary_stats$sd covid_serialint$metadata$sample_size ``` +:::::::::::::::::::: + +:::::::::::::::::::::::::::::::: + +:::::::::::::::::::: intructor + An interesting element is the `method_assess` nested entry, which refers to the methods used by the study authors to assess for bias while estimating the serial interval distribution. ```{r} @@ -388,9 +395,51 @@ covid_serialint$method_assess We will explore these concepts at the end! -:::::::::::::::::::: +:::::::::::::::::::::::::::::: + + +::::::::::::::::::::::::::::::::: challenge + +### Ebola's severity parameter + +A severity parameter like the duration of hospitalization could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). + +For Ebola: + +- what is a reported point estimate and uncertainty of the mean duration of health-care and case isolation? + +::::::::::::::::: hint + +An informative delay measures the time from symptom onset to recovery or death. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=FALSE} +# one way to get the list of all the available parameters +epidist_db(disease = "all") %>% + list_distributions() %>% + as_tibble() %>% + distinct(epi_distribution) + +ebola_severity <- epidist_db( + disease = "ebola", + epi_dist = "onset to discharge" +) + +# point estimate +ebola_severity$summary_stats$mean +# 95% confidence intervals +ebola_severity$summary_stats$mean_ci +# limits of the confidence intervals +ebola_severity$summary_stats$mean_ci_limits +``` + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: -:::::::::::::::::::::::::::::::: ## Continuous distributions @@ -428,7 +477,7 @@ distribution[[4]]$metadata$inference_method ::::::::::::::::::::::::: -In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., log-normal, Weibull, normal). +In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). ```{r} distribution %>% @@ -458,11 +507,11 @@ Explore this shinyapp called **The Distribution Zoo**! Follow these steps to reproduce the form of the `covid_serialint` distribution: -- Access to shinyapp website, -- Go to the left panel, -- Keep the *Category of distribution*: `Continuous Univariate`, -- Select a new *Type of distribution*: `Log-Normal`, -- Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. +1. Access to shinyapp website, +2. Go to the left panel, +3. Keep the *Category of distribution*: `Continuous Univariate`, +4. Select a new *Type of distribution*: `Log-Normal`, +5. Move the **sliders**, i.e. the graphical control element that allows you to adjust a value by moving a handle along a horizontal track or bar to the `covid_serialint` parameters. Replicate these with the `distribution` object and all its list elements: `2`, `3`, and `4`. Explore how the shape of a distribution changes when its parameters change. @@ -545,8 +594,11 @@ In Figure 5 from the [R probability functions for the normal distribution](https ::::::::::::::::: solution -```{r} +```{r,eval=FALSE} plot(covid_serialint) +``` + +```{r,eval=FALSE} cdf(covid_serialint,q = 2) cdf(covid_serialint,q = 6) ``` @@ -567,7 +619,7 @@ If we exchange the question between days and cumulative probability to: - When considering secondary cases, how many days following the symptom onset of primary cases can we expect 55% of symptom onset to occur? -```{r} +```{r,eval=FALSE} quantile(covid_serialint, p = 0.55) ``` @@ -583,7 +635,7 @@ An interpretation could be: ## Discretize a continuous distribution -We are almost halfway! `EpiNow2::dist_spec()` still needs a maximum value (`max`). +We are getting closer to the end! `EpiNow2::dist_spec()` still needs a maximum value (`max`). One way to do this is to get the quantile value for the distribution's 99.9th percentile or `0.999` cumulative probability. For this, we need access to the set of distribution functions for our `` object. @@ -676,7 +728,7 @@ tibble( ::::::::::::::::: solution -```{r} +```{r,eval=FALSE} covid_incubation <- epiparameter::epidist_db( disease = "covid", @@ -698,49 +750,6 @@ _Is this result expected in epidemiological terms?_ ::::::::::::::::::::::::::::::::::::::::::: -::::::::::::::::::::::::::::::::: challenge - -### Ebola's severity parameter - -A severity parameter like the duration of hospitalization could add to the information needed about the bed capacity in response to an outbreak ([Cori et al., 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371)). - -For Ebola: - -- what is a reported point estimate and uncertainty of the mean duration of health-care and case isolation? - -::::::::::::::::: hint - -An informative delay measures the time from symptom onset to recovery or death. - -:::::::::::::::::::::: - -::::::::::::::::: solution - -```{r} -# one way to get the list of all the available parameters -epidist_db(disease = "all") %>% - list_distributions() %>% - as_tibble() %>% - distinct(epi_distribution) - -ebola_severity <- epidist_db( - disease = "ebola", - epi_dist = "onset to discharge" -) - -# point estimate -ebola_severity$summary_stats$mean -# 95% confidence intervals -ebola_severity$summary_stats$mean_ci -# limits of the confidence intervals -ebola_severity$summary_stats$mean_ci_limits -``` - -:::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::::::: - - ## Plug-in `{epiparameter}` to `{EpiNow2}` Now we can plug everything into the `EpiNow2::dist_spec()` function! @@ -814,7 +823,7 @@ Key functions we applied in this episode are: ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") ``` @@ -875,9 +884,9 @@ Estimating $R_t$ requires data on the daily number of new infections. Due to lag ![Timeline for chain of disease reporting, the Netherlands. Lab, laboratory; PHA, public health authority. From [Marinović et al., 2015](https://wwwnc.cdc.gov/eid/article/21/2/13-0504_article)](fig/disease-reporting.jpg) -The delay distribution could be inferred jointly with the underlying times of infection or estimated as the sum of the [incubation period](../learners/reference.md#incubation) distribution and the distribution of delays from symptom onset to observation from line list data ([reporting delay](../learners/reference.md#reportingdelay)). +The **delay distribution** could be inferred jointly with the underlying times of infection or estimated as the sum of the **[incubation period](../learners/reference.md#incubation)** distribution and the distribution of delays from symptom onset to observation from line list data **([reporting delay](../learners/reference.md#reportingdelay))**. -For `{EpiNow2}`, we can specify these complementary delay distributions in the `delays` argument. +For `{EpiNow2}`, we can specify these two complementary delay distributions in the `delays` argument. ![Rt is a measure of transmission at time t. Observations after time t must be adjusted. ICU, intensive care unit. From [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409#sec007)](fig/rt-adjusting-delays.png) @@ -988,7 +997,7 @@ We can use two complementary delay distributions to estimate the $R_t$ at time $ ::::::::::::::::: solution -```{r,eval=FALSE} +```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") ``` @@ -1144,7 +1153,7 @@ plot(epinow_estimates) ## When to reuse? When to estimate? -In the early stage of an outbreak, we can rely on reusing parameters for known and unknown pathogens, even for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). +In the early stage of an outbreak, we can rely on reusing parameters for known pathogens to unknown ones, like for the [Disease X](https://en.wikipedia.org/wiki/Disease_X), a pathogen currently unknown to cause human disease and potentially cause a serious international epidemic ([WHO, 2018](https://www.who.int/activities/prioritizing-diseases-for-research-and-development-in-emergency-contexts)). But when data from **lines list paired with contact tracing** is available, we can estimate the key delay distributions that best fit our data. These will help us to inform, compare and update any previous estimate about questions like: @@ -1210,7 +1219,7 @@ Key functions: ::::::::::::::::: solution -```{r} +```{r,eval=FALSE} # pre-symptomatic transmission epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = T)$summary_stats$mean epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = T)$summary_stats$mean From 435141d680be5ea44533fd7bd5e7045c1e6e80dd Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 06:48:30 +0000 Subject: [PATCH 116/206] relocate one challenge, remove eval in solutions --- episodes/read-delays.Rmd | 74 ++++++++++++++++++++++++++++++++-------- 1 file changed, 59 insertions(+), 15 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index d845d071..ff21833e 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -227,6 +227,52 @@ epiparameter::epidist_db( epiparameter::list_distributions() ``` +::::::::::::::::::::::::::::::::: challenge + +### Ebola's incubation periods + +Take 5 minutes: + +- How many delay distributions are for the Ebola disease? + +- How many delay distributions are for the incubation period of Ebola? + +- Explore the library and find the disease of interest! + +::::::::::::::::: hint + +The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: + +- disease, +- epidemiological distribution, +- the type of the probability distribution, +- author of the study, and +- year of study. + +:::::::::::::::::::::: + +::::::::::::::::: solution + +```{r,eval=FALSE} +# 16 delays distributions +epiparameter::epidist_db( + disease = "ebola" +) + +# 5 delay distributions are for the incubation period +epiparameter::epidist_db( + disease = "ebola", + epi_dist = "incubation" +) +``` + +Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? + +:::::::::::::::::::::::::: + +::::::::::::::::::::::::::::::::::::::::::: + + ## Select a single distribution The `epiparameter::epidist_db()` function works as a filtering or subset function. Let's use the `author` argument to filter `Hiroshi Nishiura` parameters: @@ -285,13 +331,10 @@ covid_serialint ### Ebola's incubation period -Take 5 minutes: - -- How many delay distributions are for the Ebola disease? - -- How many delay distributions are for the incubation period of Ebola? +Take 2 minutes: - What type of distribution has the incubation period of Ebola with the highest sample size? +- How would you access to the sample size of the other studies in the `` class object? ::::::::::::::::: hint @@ -303,22 +346,21 @@ The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list al - author of the study, and - year of study. -:::::::::::::::::::::: - -::::::::::::::::: solution +This is a `` class object: -```{r,eval=FALSE} -# 16 delays distributions -epiparameter::epidist_db( - disease = "ebola" -) - -# 5 delay distributions are for the incubation period +```{r} epiparameter::epidist_db( disease = "ebola", epi_dist = "incubation" ) +``` + + +:::::::::::::::::::::: +::::::::::::::::: solution + +```{r,eval=FALSE} # the distribution with the highest sample size has a gamma distribution epiparameter::epidist_db( disease = "ebola", @@ -1210,6 +1252,8 @@ Compare the serial interval and incubation period of Influenza and MERS: ::::::::::::::::: hint +For types of transmission, we refer to infections with symptomatic or pre-symptomatic transmission. + Key functions: - `epidist_db()` From 9a57d246f4622a07d7a6a61e731f5aa833290a2f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 06:50:10 +0000 Subject: [PATCH 117/206] add renv file for early task 1 episodes --- renv/profiles/lesson-requirements/renv.lock | 71 ++++++++++++++++++--- 1 file changed, 63 insertions(+), 8 deletions(-) diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index b7a0a655..84dd13c7 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -136,7 +136,7 @@ }, "QuickJSR": { "Package": "QuickJSR", - "Version": "1.0.7", + "Version": "1.0.9", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -144,7 +144,7 @@ "Rcpp", "jsonlite" ], - "Hash": "1160fb7afae2eebb5f24939590956cdf" + "Hash": "1965c66cbe09d7878d3a8fa6ecbd8e71" }, "R.methodsS3": { "Package": "R.methodsS3", @@ -172,7 +172,7 @@ }, "R.utils": { "Package": "R.utils", - "Version": "2.12.2", + "Version": "2.12.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -183,7 +183,7 @@ "tools", "utils" ], - "Hash": "325f01db13da12c04d8f6e7be36ff514" + "Hash": "3dc2829b790254bfba21e60965787651" }, "R6": { "Package": "R6", @@ -1273,6 +1273,16 @@ ], "Hash": "eef74fe28b747e52288ea9e1d3600034" }, + "inline": { + "Package": "inline", + "Version": "0.3.19", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "methods" + ], + "Hash": "1deaf1de3eac7e1d3377954b3a283652" + }, "isoband": { "Package": "isoband", "Version": "0.2.7", @@ -1382,6 +1392,17 @@ ], "Hash": "b64ec208ac5bc1852b285f665d6368b3" }, + "lambda.r": { + "Package": "lambda.r", + "Version": "1.2.4", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "formatR" + ], + "Hash": "b1e925c4b9ffeb901bacf812cbe9a6ad" + }, "lattice": { "Package": "lattice", "Version": "0.22-5", @@ -1447,6 +1468,30 @@ ], "Hash": "b8552d117e1b808b09a832f589b79035" }, + "listenv": { + "Package": "listenv", + "Version": "0.9.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "4fbd3679ec8ee169ba28d4b1ea7d0e8f" + }, + "loo": { + "Package": "loo", + "Version": "2.6.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "checkmate", + "matrixStats", + "parallel", + "stats" + ], + "Hash": "e5c8f41731502a0e98f353da23f7ca30" + }, "lubridate": { "Package": "lubridate", "Version": "1.9.3", @@ -1521,13 +1566,13 @@ }, "matrixStats": { "Package": "matrixStats", - "Version": "1.1.0", + "Version": "1.2.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "68d317093459a3f0852b1dd52d9e1ea6" + "Hash": "33a3ca9e732b57244d14f5d732ffc9eb" }, "memoise": { "Package": "memoise", @@ -1952,13 +1997,13 @@ }, "rprojroot": { "Package": "rprojroot", - "Version": "2.0.3", + "Version": "2.0.4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "1de7ab598047a87bba48434ba35d497d" + "Hash": "4c8415e0ec1e29f3f4f6fc108bef0144" }, "rstan": { "Package": "rstan", @@ -2388,6 +2433,16 @@ ], "Hash": "5ac22900ae0f386e54f1c307eca7d843" }, + "truncnorm": { + "Package": "truncnorm", + "Version": "1.0-9", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "ef5b32c5194351ff409dfb37ca9468f1" + }, "tzdb": { "Package": "tzdb", "Version": "0.4.0", From d399c8f1550afb5aa3fc20eeed9b6ba14d5e6c65 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Sat, 23 Dec 2023 07:04:09 +0000 Subject: [PATCH 118/206] add eval false to hints, edit one question and sol --- episodes/read-delays.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index ff21833e..381998ba 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -237,7 +237,7 @@ Take 5 minutes: - How many delay distributions are for the incubation period of Ebola? -- Explore the library and find the disease of interest! +- Explore the library and find the disease with the delay distribution of your interest! Do you recognize the paper? ::::::::::::::::: hint @@ -348,7 +348,7 @@ The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list al This is a `` class object: -```{r} +```{r,eval=FALSE} epiparameter::epidist_db( disease = "ebola", epi_dist = "incubation" @@ -369,7 +369,7 @@ epiparameter::epidist_db( ) ``` -Now, from the output of `epiparameter::epidist_db()`, What is an [offspring distribution](../learners/reference.md#offspringdist)? +To access the `sample_size`, review an [issue reported in the GitHub repository](https://github.com/epiverse-trace/epiparameter/issues/227) of the `{epiparameter}` package. :::::::::::::::::::::::::: From 9d3139b6240b5fbb0da8887ca6f443cc9fcca535 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 19 Jan 2024 18:46:32 +0000 Subject: [PATCH 119/206] fix typo to use incubation instead of serial reported by https://github.com/epiverse-trace/howto/issues/34#issuecomment-1898323431 --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 381998ba..f8cfc144 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -979,7 +979,7 @@ covid_incubation_discrete <- epiparameter::discretise(covid_incubation) incubation_time_covid <- dist_spec( mean = covid_incubation$summary_stats$mean, sd = covid_incubation$summary_stats$sd, - max = covid_serialint_discrete$prob_dist$q(p = 0.999), + max = covid_incubation_discrete$prob_dist$q(p = 0.999), distribution = "lognormal" ) From 62530b0e7f6e12b8b2e9dc67f72d7ccfdc5461e7 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 23 Jan 2024 11:30:05 +0000 Subject: [PATCH 120/206] remove redundant "delays" separator --- episodes/read-delays.Rmd | 1 - 1 file changed, 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index f8cfc144..1b7e4d26 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -988,7 +988,6 @@ epinow_estimates <- epinow( reported_cases = example_confirmed[1:60], # delays generation_time = generation_time_opts(serial_interval_covid), - # delays delays = delay_opts(incubation_time_covid), # computation stan = stan_opts( From a938f765123044c3f823969dc16252326a3253f4 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 24 Jan 2024 18:55:36 +0000 Subject: [PATCH 121/206] update renv after resolve conflicts --- renv/profiles/lesson-requirements/renv.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index 84dd13c7..a4b2e3cb 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -1,6 +1,6 @@ { "R": { - "Version": "4.3.2", + "Version": "4.2.2", "Repositories": [ { "Name": "carpentries", @@ -1866,7 +1866,7 @@ "Package": "ragg", "Version": "1.2.7", "Source": "Repository", - "Repository": "RSPM", + "Repository": "https://carpentries.r-universe.dev", "Requirements": [ "systemfonts", "textshaping" @@ -2221,7 +2221,7 @@ "Package": "stringi", "Version": "1.8.3", "Source": "Repository", - "Repository": "RSPM", + "Repository": "https://carpentries.r-universe.dev", "Requirements": [ "R", "stats", @@ -2661,7 +2661,7 @@ "Package": "xml2", "Version": "1.3.6", "Source": "Repository", - "Repository": "RSPM", + "Repository": "https://carpentries.r-universe.dev", "Requirements": [ "R", "cli", From c4221648e599abb4167f07c8c08f29e6e248fc50 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Wed, 24 Jan 2024 19:21:14 +0000 Subject: [PATCH 122/206] add install.R file to solve RcppParallel gh action Following solution for similar issue in https://github.com/epiverse-trace/epimodelac/pull/11#issuecomment-1837203396 --- episodes/install.R | 1 + renv/profiles/lesson-requirements/renv.lock | 150 +++++++++++--------- 2 files changed, 86 insertions(+), 65 deletions(-) create mode 100644 episodes/install.R diff --git a/episodes/install.R b/episodes/install.R new file mode 100644 index 00000000..3af55f94 --- /dev/null +++ b/episodes/install.R @@ -0,0 +1 @@ +install.packages("RcppParallel") diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index a4b2e3cb..be78e40d 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -23,21 +23,21 @@ "Packages": { "BH": { "Package": "BH", - "Version": "1.81.0-1", + "Version": "1.84.0-0", "Source": "Repository", "Repository": "CRAN", - "Hash": "68122010f01c4dcfbe58ce7112f2433d" + "Hash": "a8235afbcd6316e6e91433ea47661013" }, "DBI": { "Package": "DBI", - "Version": "1.2.0", + "Version": "1.2.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "methods" ], - "Hash": "3e0051431dff9acfe66c23765e55c556" + "Hash": "9b4993e98e0e19da84c168460c032fef" }, "DiagrammeR": { "Package": "DiagrammeR", @@ -104,7 +104,7 @@ }, "MASS": { "Package": "MASS", - "Version": "7.3-60", + "Version": "7.3-60.0.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -115,11 +115,11 @@ "stats", "utils" ], - "Hash": "a56a6365b3fa73293ea8d084be0d9bb0" + "Hash": "b765b28387acc8ec9e9c1530713cb19c" }, "Matrix": { "Package": "Matrix", - "Version": "1.6-4", + "Version": "1.6-5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -132,11 +132,11 @@ "stats", "utils" ], - "Hash": "d9c655b30a2edc6bb2244c1d1e8d549d" + "Hash": "8c7115cd3a0e048bda2a7cd110549f7a" }, "QuickJSR": { "Package": "QuickJSR", - "Version": "1.0.9", + "Version": "1.1.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -144,7 +144,7 @@ "Rcpp", "jsonlite" ], - "Hash": "1965c66cbe09d7878d3a8fa6ecbd8e71" + "Hash": "c2d96d1e0499a9f7e1e56d2d1dde0fa6" }, "R.methodsS3": { "Package": "R.methodsS3", @@ -159,7 +159,7 @@ }, "R.oo": { "Package": "R.oo", - "Version": "1.25.0", + "Version": "1.26.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -168,7 +168,7 @@ "methods", "utils" ], - "Hash": "a0900a114f4f0194cf4aa8cd4a700681" + "Hash": "4fed809e53ddb5407b3da3d0f572e591" }, "R.utils": { "Package": "R.utils", @@ -207,14 +207,14 @@ }, "Rcpp": { "Package": "Rcpp", - "Version": "1.0.11", + "Version": "1.0.12", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "methods", "utils" ], - "Hash": "ae6cbbe1492f4de79c45fce06f967ce8" + "Hash": "5ea2700d21e038ace58269ecdbeb9ec0" }, "RcppEigen": { "Package": "RcppEigen", @@ -241,7 +241,7 @@ }, "StanHeaders": { "Package": "StanHeaders", - "Version": "2.26.28", + "Version": "2.32.5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -249,7 +249,7 @@ "RcppEigen", "RcppParallel" ], - "Hash": "35b5aee9ec9507aca2e021997a9e557e" + "Hash": "b8d6850ef3e330bc108e712679e79443" }, "askpass": { "Package": "askpass", @@ -409,14 +409,14 @@ }, "cli": { "Package": "cli", - "Version": "3.6.2", + "Version": "3.6.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "1216ac65ac55ec0058a6f75d7ca0fd52" + "Hash": "89e6d8219950eac806ae0c489052048a" }, "clipr": { "Package": "clipr", @@ -509,14 +509,14 @@ }, "data.table": { "Package": "data.table", - "Version": "1.14.10", + "Version": "1.14.8", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "methods" ], - "Hash": "6ea17a32294d8ca00455825ab0cf71b9" + "Hash": "b4c06e554f33344e044ccd7fdca750a9" }, "dbplyr": { "Package": "dbplyr", @@ -653,14 +653,14 @@ }, "digest": { "Package": "digest", - "Version": "0.6.33", + "Version": "0.6.34", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "b18a9cf3c003977b0cc49d5e76ebe48d" + "Hash": "7ede2ee9ea8d3edbf1ca84c1e333ad1a" }, "distcrete": { "Package": "distcrete", @@ -768,11 +768,11 @@ "Version": "0.0.0.9000", "Source": "GitHub", "RemoteType": "github", - "RemoteHost": "api.github.com", "RemoteUsername": "epiverse-trace", "RemoteRepo": "epidemics", "RemoteRef": "main", - "RemoteSha": "5f6825d7ee9fbd162b26db95bc2f3e0d3054f452", + "RemoteSha": "14b38b8ffbda1ddfdf1d90b2d26d6570e1830d89", + "RemoteHost": "api.github.com", "Requirements": [ "BH", "Rcpp", @@ -785,7 +785,7 @@ "stats", "utils" ], - "Hash": "5abca47c2b33eb1a73a412a045823a8f" + "Hash": "8dd3418be52e67270b62ae55a5ef6b6c" }, "epiparameter": { "Package": "epiparameter", @@ -820,7 +820,7 @@ }, "fansi": { "Package": "fansi", - "Version": "1.0.6", + "Version": "1.0.5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -828,7 +828,7 @@ "grDevices", "utils" ], - "Hash": "962174cf2aeb5b9eea581522286a911f" + "Hash": "3e8583a60163b4bc1a80016e63b9959e" }, "farver": { "Package": "farver", @@ -951,7 +951,7 @@ }, "future": { "Package": "future", - "Version": "1.33.0", + "Version": "1.33.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -962,11 +962,11 @@ "parallelly", "utils" ], - "Hash": "8e92c7bc53e91b9bb1faf9a6ef0e8514" + "Hash": "e57e292737f7a4efa9d8a91c5908222c" }, "future.apply": { "Package": "future.apply", - "Version": "1.11.0", + "Version": "1.11.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -976,7 +976,7 @@ "parallel", "utils" ], - "Hash": "ba4be138fe47eac3e16a6deaa4da106e" + "Hash": "455e00c16ec193c8edcf1b2b522b3288" }, "gargle": { "Package": "gargle", @@ -1049,14 +1049,14 @@ }, "glue": { "Package": "glue", - "Version": "1.6.2", + "Version": "1.7.0", "Source": "Repository", - "Repository": "RSPM", + "Repository": "CRAN", "Requirements": [ "R", "methods" ], - "Hash": "4f2596dfb05dac67b9dc558e5c6fba2e" + "Hash": "e0b3a53876554bd45879e596cdb10a52" }, "googledrive": { "Package": "googledrive", @@ -1357,13 +1357,13 @@ }, "jsonlite": { "Package": "jsonlite", - "Version": "1.8.8", + "Version": "1.8.7", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "methods" ], - "Hash": "e1b9c55281c5adc4dd113652d9e26768" + "Hash": "266a20443ca13c65688b2116d5220f76" }, "knitr": { "Package": "knitr", @@ -1715,7 +1715,7 @@ }, "patchwork": { "Package": "patchwork", - "Version": "1.1.3", + "Version": "1.2.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1729,7 +1729,7 @@ "stats", "utils" ], - "Hash": "c5754106c02e8e019941100c81149431" + "Hash": "9c8ab14c00ac07e9e04d1664c0b74486" }, "pillar": { "Package": "pillar", @@ -1776,6 +1776,27 @@ ], "Hash": "01f28d4278f15c76cddbea05899c5d6f" }, + "pkgload": { + "Package": "pkgload", + "Version": "1.3.4", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "cli", + "crayon", + "desc", + "fs", + "glue", + "methods", + "pkgbuild", + "rlang", + "rprojroot", + "utils", + "withr" + ], + "Hash": "876c618df5ae610be84356d5d7a5d124" + }, "plyr": { "Package": "plyr", "Version": "1.8.9", @@ -1799,7 +1820,7 @@ }, "processx": { "Package": "processx", - "Version": "3.8.3", + "Version": "3.8.2", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1808,7 +1829,7 @@ "ps", "utils" ], - "Hash": "82d48b1aec56084d9438dbf98087a7e9" + "Hash": "3efbd8ac1be0296a46c55387aeace0f3" }, "progress": { "Package": "progress", @@ -1838,14 +1859,14 @@ }, "ps": { "Package": "ps", - "Version": "1.7.5", + "Version": "1.7.6", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "709d852d33178db54b17c722e5b1e594" + "Hash": "dd2b9319ee0656c8acf45c7f40c59de7" }, "purrr": { "Package": "purrr", @@ -1885,7 +1906,7 @@ }, "readr": { "Package": "readr", - "Version": "2.1.4", + "Version": "2.1.5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1904,7 +1925,7 @@ "utils", "vroom" ], - "Hash": "b5047343b3825f37ad9d3b5d89aa1078" + "Hash": "9de96463d2117f6ac49980577939dfb3" }, "readxl": { "Package": "readxl", @@ -1940,7 +1961,7 @@ }, "reprex": { "Package": "reprex", - "Version": "2.0.2", + "Version": "2.1.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1958,18 +1979,18 @@ "utils", "withr" ], - "Hash": "d66fe009d4c20b7ab1927eb405db9ee2" + "Hash": "1425f91b4d5d9a8f25352c44a3d914ed" }, "rlang": { "Package": "rlang", - "Version": "1.1.2", + "Version": "1.1.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "50a6dbdc522936ca35afc5e2082ea91b" + "Hash": "42548638fae05fd9a9b5f3f437fbbbe2" }, "rmarkdown": { "Package": "rmarkdown", @@ -2007,7 +2028,7 @@ }, "rstan": { "Package": "rstan", - "Version": "2.32.3", + "Version": "2.32.5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -2026,7 +2047,7 @@ "pkgbuild", "stats4" ], - "Hash": "4ac5b7639d28cd4fab19baaf46f33c6a" + "Hash": "378a10b6373822761ec78021c105b059" }, "rstantools": { "Package": "rstantools", @@ -2219,16 +2240,16 @@ }, "stringi": { "Package": "stringi", - "Version": "1.8.3", + "Version": "1.8.2", "Source": "Repository", - "Repository": "https://carpentries.r-universe.dev", + "Repository": "CRAN", "Requirements": [ "R", "stats", "tools", "utils" ], - "Hash": "058aebddea264f4c99401515182e656a" + "Hash": "e68c45f81639001af5f1b15cd3599bbd" }, "stringr": { "Package": "stringr", @@ -2298,7 +2319,7 @@ }, "tidyr": { "Package": "tidyr", - "Version": "1.3.0", + "Version": "1.3.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -2317,7 +2338,7 @@ "utils", "vctrs" ], - "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf" + "Hash": "915fb7ce036c22a6a33b5a8adb712eb1" }, "tidyselect": { "Package": "tidyselect", @@ -2377,14 +2398,14 @@ }, "timechange": { "Package": "timechange", - "Version": "0.2.0", + "Version": "0.3.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "cpp11" ], - "Hash": "8548b44f79a35ba1791308b61e6012d7" + "Hash": "c5f3c201b931cd6474d17d8700ccb1c8" }, "sys": { "Package": "sys", @@ -2466,13 +2487,13 @@ }, "uuid": { "Package": "uuid", - "Version": "1.1-1", + "Version": "1.2-0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "3d78edfb977a69fc7a0341bee25e163f" + "Hash": "303c19bfd970bece872f93a824e323d9" }, "truncnorm": { "Package": "truncnorm", @@ -2590,16 +2611,15 @@ }, "withr": { "Package": "withr", - "Version": "2.5.2", + "Version": "3.0.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "grDevices", - "graphics", - "stats" + "graphics" ], - "Hash": "4b25e70111b7d644322e9513f403a272" + "Hash": "d31b6c62c10dcf11ec530ca6b0dd5d35" }, "wpp2017": { "Package": "wpp2017", @@ -2683,10 +2703,10 @@ }, "yaml": { "Package": "yaml", - "Version": "2.3.8", + "Version": "2.3.7", "Source": "Repository", "Repository": "CRAN", - "Hash": "29240487a071f535f5e5d5a323b7afbd" + "Hash": "0d0056cc5383fbc240ccd0cb584bf436" } } } From cb73f6eb12e04c550ee863b761f279450b75ba91 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 25 Jan 2024 15:00:01 +0000 Subject: [PATCH 123/206] install RcppParallel from RSPM to renv.lock this follows the suggestion in https://github.com/epiverse-trace/tutorials/issues/111#issuecomment-1910127141 --- episodes/install.R | 1 - 1 file changed, 1 deletion(-) delete mode 100644 episodes/install.R diff --git a/episodes/install.R b/episodes/install.R deleted file mode 100644 index 3af55f94..00000000 --- a/episodes/install.R +++ /dev/null @@ -1 +0,0 @@ -install.packages("RcppParallel") From e170c63cc498f279987fbd46c13e82531d5c7abc Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 1 Feb 2024 10:43:42 +0000 Subject: [PATCH 124/206] fix lintr warnings and move hexwall code to issue refer to https://github.com/epiverse-trace/tutorials/issues/118 --- episodes/introduction.Rmd | 28 ++-------------------------- 1 file changed, 2 insertions(+), 26 deletions(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index 440a5f6e..d3b1a504 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -85,9 +85,9 @@ Not all primary cases have the same probability of generating a secondary case. ```{r} generation_time <- dist_spec( - mean = 3.6, + mean = 3.6, sd = 3.1, - max = 20, + max = 20, distribution = "lognormal" ) ``` @@ -158,30 +158,6 @@ Epiverse-TRACE's aim is to provide a software ecosystem for outbreak analytics. ![](fig/pkgs-hexlogos.png) -```{r, results='asis', echo = FALSE, eval=FALSE} -# eval = TRUE -# turn on if maintainers manage to -# adapt css from main page to varnish -# pkg_list <- c("readepi","cleanepi","linelist","epiparameter","episoap") - -# from https://github.com/epiverse-trace/epiverse-trace.github.io/blob/main/index.qmd - -pkg_path <- "https://raw.githubusercontent.com/epiverse-trace/epiverse-trace.github.io/main/_data/epiverse_pkgs.csv" -hexwall_path<- "https://raw.githubusercontent.com/epiverse-trace/epiverse-trace.github.io/main/_templates/hexwall_element.Rmd" - -file.path(pkg_path) |> - read.csv() |> - # dplyr::filter( - # magrittr::is_in(pkgname,pkg_list)) |> - as.list() |> - purrr::transpose() |> - purrr::map_chr(~ knitr::knit_expand( - file = hexwall_path, - pkgname = .x$pkgname, - description = .x$description)) |> - cat(sep = "\n") -``` - ## How can I start? Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. From ec490814bac81838de07346675638580741767ce Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 1 Feb 2024 11:09:39 +0000 Subject: [PATCH 125/206] fix partially lintr warnings --- episodes/read-delays.Rmd | 74 ++++++++++++++++++++-------------------- 1 file changed, 37 insertions(+), 37 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 1b7e4d26..27261c82 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -293,7 +293,7 @@ epiparameter::epidist_db( disease = "covid", epi_dist = "serial", author = "Hiroshi", - single_epidist = T + single_epidist = TRUE ) ``` @@ -316,12 +316,12 @@ Now, we have an epidemiological parameter we can reuse! We can replace the numbe Let's assign this `` class object to the `covid_serialint` object. ```{r} -covid_serialint <- +covid_serialint <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial", author = "Nishiura", - single_epidist = T + single_epidist = TRUE ) covid_serialint @@ -365,7 +365,7 @@ epiparameter::epidist_db( epiparameter::epidist_db( disease = "ebola", epi_dist = "incubation", - single_epidist = T + single_epidist = TRUE ) ``` @@ -380,7 +380,7 @@ To access the `sample_size`, review an [issue reported in the GitHub repository] We can get the `mean` and standard deviation (`sd`) from this `` diving into the `summary_stats` object: ```{r} -# get the mean +# get the mean covid_serialint$summary_stats$mean ``` @@ -416,7 +416,7 @@ Use the `str()` to display the structure of the `` R object. :::::::::: solution ```{r,eval=FALSE} -# get the sd +# get the sd covid_serialint$summary_stats$sd # get the sample_size @@ -460,9 +460,9 @@ An informative delay measures the time from symptom onset to recovery or death. ```{r,eval=FALSE} # one way to get the list of all the available parameters -epidist_db(disease = "all") %>% - list_distributions() %>% - as_tibble() %>% +epidist_db(disease = "all") %>% + list_distributions() %>% + as_tibble() %>% distinct(epi_distribution) ebola_severity <- epidist_db( @@ -488,13 +488,13 @@ ebola_severity$summary_stats$mean_ci_limits The following output has four entries with different content in the **probability distribution** (`prob_distribution`) column: ```{r} -distribution <- +distribution <- epiparameter::epidist_db( disease = "covid", epi_dist = "serial" ) -distribution %>% +distribution %>% list_distributions() ``` @@ -522,7 +522,7 @@ distribution[[4]]$metadata$inference_method In the `epiparameter::list_distributions()` output, we can also find different types of probability distributions (e.g., Log-normal, Weibull, Normal). ```{r} -distribution %>% +distribution %>% list_distributions() ``` @@ -601,7 +601,8 @@ cdf(covid_serialint, q = 10) # the quantile value (day) at a cumulative probability of 60% quantile(covid_serialint, p = 0.6) -# generate 10 random values (days) given the distribution family and its parameters +# generate 10 random values (days) given +# the distribution family and its parameters generate(covid_serialint, times = 10) ``` @@ -609,12 +610,10 @@ generate(covid_serialint, times = 10) Access to the reference documentation (Help files) for these functions is accessible with the three double-colon notation: `epiparameter:::` -```{r} -?epiparameter:::density.epidist() -?epiparameter:::cdf.epidist() -?epiparameter:::quantile.epidist() -?epiparameter:::generate.epidist() -``` +- `?epiparameter:::density.epidist()` +- `?epiparameter:::cdf.epidist()` +- `?epiparameter:::quantile.epidist()` +- `?epiparameter:::generate.epidist()` :::::::::::::::::: @@ -641,8 +640,8 @@ plot(covid_serialint) ``` ```{r,eval=FALSE} -cdf(covid_serialint,q = 2) -cdf(covid_serialint,q = 6) +cdf(covid_serialint, q = 2) +cdf(covid_serialint, q = 6) ``` Given the COVID-19 serial interval: @@ -686,7 +685,7 @@ We can use the set of distribution functions for a _continuous_ distribution (as When we `epiparameter::discretise()` the continuous distribution we get a **discrete**(-ized) distribution: ```{r} -covid_serialint_discrete <- +covid_serialint_discrete <- epiparameter::discretise(covid_serialint) covid_serialint_discrete @@ -711,7 +710,7 @@ plot(covid_serialint_discrete) To finally get a `max` value, let's access the quantile value of the 99.9th percentile or `0.999` probability of the distribution with the `prob_dist$q` notation, similarly to how we access the `summary_stats` values. ```{r} -covid_serialint_discrete_max <- +covid_serialint_discrete_max <- covid_serialint_discrete$prob_dist$q(p = 0.999) ``` @@ -743,7 +742,8 @@ covid_serialint_discrete$prob_dist$cdf(10) # In what quantile value (days) do we have the 60% cumulative probability? covid_serialint_discrete$prob_dist$q(0.6) -# covid_serialint_discrete$prob_dist$qf(0.6) # as in continuous distribution +# covid_serialint_discrete$prob_dist$qf(0.6) +# as in continuous distribution # generate random values covid_serialint_discrete$prob_dist$r(10) @@ -775,7 +775,7 @@ covid_incubation <- epiparameter::epidist_db( disease = "covid", epi_dist = "incubation", - single_epidist = T + single_epidist = TRUE ) covid_incubation_discrete <- epiparameter::discretise(covid_incubation) @@ -882,7 +882,7 @@ epidist_db(disease = "ebola") %>% ebola_serial <- epidist_db( disease = "ebola", epi_dist = "serial", - single_epidist = T + single_epidist = TRUE ) ebola_serial_discrete <- discretise(ebola_serial) @@ -969,7 +969,7 @@ covid_incubation <- epiparameter::epidist_db( disease = "covid", epi_dist = "incubation", author = "Natalie", - single_epidist = T + single_epidist = TRUE ) covid_incubation @@ -1055,7 +1055,7 @@ epidist_db(disease = "ebola") %>% ebola_serial <- epidist_db( disease = "ebola", epi_dist = "serial", - single_epidist = T + single_epidist = TRUE ) ebola_serial_discrete <- discretise(ebola_serial) @@ -1072,7 +1072,7 @@ serial_interval_ebola <- ebola_incubation <- epidist_db( disease = "ebola", epi_dist = "incubation", - single_epidist = T + single_epidist = TRUE ) ebola_incubation_discrete <- discretise(ebola_incubation) @@ -1264,22 +1264,22 @@ Key functions: ```{r,eval=FALSE} # pre-symptomatic transmission -epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = T)$summary_stats$mean -epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = T)$summary_stats$mean +epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$mean +epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean # symptomatic transmission -epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = T)$summary_stats$median -epidist_db(disease = "mers",epi_dist = "serial",single_epidist = T)$summary_stats$mean +epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$median +epidist_db(disease = "mers",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean ``` ```{r,eval=FALSE} # pre-symptomatic transmission -epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = T)$summary_stats$mean -epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = T)$summary_stats$mean +epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = TRUE)$summary_stats$mean +epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = TRUE)$summary_stats$mean # symptomatic transmission -epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = T)$summary_stats$mean -epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = T)$summary_stats$mean +epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$mean +epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean ``` :::::::::::::::::::::::::: From 029b4c46c092318953fea04ff74c3aa8eaca8696 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Thu, 1 Feb 2024 21:27:49 +0000 Subject: [PATCH 126/206] edits to reduce lintr warnings --- episodes/read-delays.Rmd | 172 ++++++++++++++++++++++++++------------- 1 file changed, 114 insertions(+), 58 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 27261c82..9ba5f1f6 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -243,9 +243,9 @@ Take 5 minutes: The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: -- disease, -- epidemiological distribution, -- the type of the probability distribution, +- disease, +- epidemiological distribution, +- the type of the probability distribution, - author of the study, and - year of study. @@ -340,10 +340,10 @@ Take 2 minutes: The `{epiparameter}` combo of `epidist_db()` plus `list_distributions()` list all the entries by: -- disease, -- epidemiological distribution, -- the type of the probability distribution, -- author of the study, and +- disease, +- epidemiological distribution, +- the type of the probability distribution, +- author of the study, and - year of study. This is a `` class object: @@ -742,8 +742,6 @@ covid_serialint_discrete$prob_dist$cdf(10) # In what quantile value (days) do we have the 60% cumulative probability? covid_serialint_discrete$prob_dist$q(0.6) -# covid_serialint_discrete$prob_dist$qf(0.6) -# as in continuous distribution # generate random values covid_serialint_discrete$prob_dist$r(10) @@ -752,12 +750,16 @@ covid_serialint_discrete$prob_dist$r(10) x_limit <- covid_serialint_discrete$prob_dist$q(0.999) tibble( - # generate quantile values as a sequence for each natural number - quantile_values = seq(1L, to = x_limit, by = 1L) -) %>% + # generate quantile values + # as a sequence for each natural number + quantile_values = + seq(1L, to = x_limit, by = 1L) +) %>% mutate( - # calculate the values for each quantile in the density function - density_values = covid_serialint_discrete$prob_dist$d(quantile_values) + # calculate the values + # for each quantile in the density function + density_values = + covid_serialint_discrete$prob_dist$d(quantile_values) ) %>% ggplot(aes( x = quantile_values, @@ -771,7 +773,7 @@ tibble( ::::::::::::::::: solution ```{r,eval=FALSE} -covid_incubation <- +covid_incubation <- epiparameter::epidist_db( disease = "covid", epi_dist = "incubation", @@ -797,7 +799,7 @@ _Is this result expected in epidemiological terms?_ Now we can plug everything into the `EpiNow2::dist_spec()` function! ```{r} -serial_interval_covid <- +serial_interval_covid <- dist_spec( mean = covid_serialint$summary_stats$mean, sd = covid_serialint$summary_stats$sd, @@ -838,15 +840,11 @@ base::plot(epinow_estimates) ### Ebola's effective reproduction number -Download the [Ebola dataset](data/ebola_cases.csv): +Download and read the [Ebola dataset](data/ebola_cases.csv): - Reuse one epidemiological parameter to estimate the effective reproduction number for the Ebola dataset. - Why did you choose that parameter? -```{r,eval=FALSE} -ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") -``` - ::::::::::::::::: hint To calculate the $R_t$, we need: @@ -867,15 +865,18 @@ Key functions we applied in this episode are: ```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project -ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +ebola_confirmed <- + read_csv(file.path("episodes","data","ebola_cases.csv")) ``` ```{r,message=FALSE,warning=FALSE,eval=FALSE} # read data -ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") +# e.g.: if path to file is data/raw-data/ebola_cases.csv then: +ebola_confirmed <- + read_csv(here::here("data", "raw-data", "ebola_cases.csv")) # list distributions -epidist_db(disease = "ebola") %>% +epidist_db(disease = "ebola") %>% list_distributions() # subset one distribution @@ -887,7 +888,7 @@ ebola_serial <- epidist_db( ebola_serial_discrete <- discretise(ebola_serial) -serial_interval_ebola <- +serial_interval_ebola <- dist_spec( mean = ebola_serial$summary_stats$mean, sd = ebola_serial$summary_stats$sd, @@ -1026,10 +1027,6 @@ Using the same [Ebola dataset](data/ebola_cases.csv): - Estimate the effective reproduction number using `EpiNow2::epinow()`. - Why did you choose that parameter? -```{r,eval=FALSE} -ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") -``` - ::::::::::::::::: hint We can use two complementary delay distributions to estimate the $R_t$ at time $t$. @@ -1040,21 +1037,23 @@ We can use two complementary delay distributions to estimate the $R_t$ at time $ ```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project -ebola_confirmed <- read_csv("episodes/data/ebola_cases.csv") +ebola_confirmed <- read_csv(file.path("episodes","data","ebola_cases.csv")) ``` ```{r,message=FALSE,warning=FALSE,eval=FALSE} # read data -ebola_confirmed <- read_csv("data/raw-data/ebola_cases.csv") +# e.g.: if path to file is data/raw-data/ebola_cases.csv then: +ebola_confirmed <- + read_csv(here::here("data", "raw-data", "ebola_cases.csv")) # list distributions -epidist_db(disease = "ebola") %>% +epidist_db(disease = "ebola") %>% list_distributions() -# subset one distribution for the generation time +# subset one distribution for the generation time ebola_serial <- epidist_db( - disease = "ebola", - epi_dist = "serial", + disease = "ebola", + epi_dist = "serial", single_epidist = TRUE ) @@ -1070,14 +1069,14 @@ serial_interval_ebola <- # subset one distribution for delay of the incubation period ebola_incubation <- epidist_db( - disease = "ebola", - epi_dist = "incubation", + disease = "ebola", + epi_dist = "incubation", single_epidist = TRUE ) ebola_incubation_discrete <- discretise(ebola_incubation) -incubation_period_ebola <- +incubation_period_ebola <- dist_spec( mean = ebola_incubation$summary_stats$mean, sd = ebola_incubation$summary_stats$sd, @@ -1127,9 +1126,9 @@ How to get the mean and standard deviation from a generation time with median an ```{r,eval=FALSE} # What parameters are available for Influenza? -epidist_db(disease = "influenza") %>% - list_distributions() %>% - as_tibble() %>% +epidist_db(disease = "influenza") %>% + list_distributions() %>% + as_tibble() %>% count(epi_distribution) influenza_generation <- epidist_db(disease = "influenza",epi_dist = "generation") @@ -1154,7 +1153,7 @@ influenza_extracted <- extract_param( influenza_extracted -generation_time_influenza <- +generation_time_influenza <- dist_spec( mean = influenza_extracted[1], sd = influenza_extracted[2], @@ -1162,7 +1161,7 @@ generation_time_influenza <- distribution = "lognormal" ) -influenza_cleaned <- outbreaks::influenza_england_1978_school %>% +influenza_cleaned <- outbreaks::influenza_england_1978_school %>% select(date,confirm = in_bed) epinow_estimates <- epinow( @@ -1180,13 +1179,14 @@ epinow_estimates <- epinow( plot(epinow_estimates) ``` -```{r,eval=FALSE,echo=FALSE} -# question: is dispersion valid for quantiles? -# convert_summary_stats_to_params( -# distribution = "lnorm", -# median = influenza_generation$summary_stats$median, -# quantiles = influenza_generation$summary_stats$quantiles) -``` + + + + + + + + :::::::::::::::::::::::::: @@ -1262,24 +1262,80 @@ Key functions: ::::::::::::::::: solution +In this solution we use `purrr::pluck()` to extract elements within the `summary_stats` object which is of class `list`. + ```{r,eval=FALSE} # pre-symptomatic transmission -epidist_db(disease = "influenza",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$mean -epidist_db(disease = "influenza",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean +epidist_db( + disease = "influenza", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "influenza", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") # symptomatic transmission -epidist_db(disease = "mers",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$median -epidist_db(disease = "mers",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean +epidist_db( + disease = "mers", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("median") + +epidist_db( + disease = "mers", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") ``` ```{r,eval=FALSE} # pre-symptomatic transmission -epidist_db(disease = "covid",epi_dist = "incubation",author = "Stephen",single_epidist = TRUE)$summary_stats$mean -epidist_db(disease = "covid",epi_dist = "serial",author = "Nishiura",single_epidist = TRUE)$summary_stats$mean +epidist_db( + disease = "covid", + epi_dist = "incubation", + author = "Stephen", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "covid", + epi_dist = "serial", + author = "Nishiura", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") # symptomatic transmission -epidist_db(disease = "ebola",epi_dist = "incubation",single_epidist = TRUE)$summary_stats$mean -epidist_db(disease = "ebola",epi_dist = "serial",single_epidist = TRUE)$summary_stats$mean +epidist_db( + disease = "ebola", + epi_dist = "incubation", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") + +epidist_db( + disease = "ebola", + epi_dist = "serial", + single_epidist = TRUE +) %>% + pluck("summary_stats") %>% + pluck("mean") ``` :::::::::::::::::::::::::: From 0d88a8c1b435380236fc8b9b353b80180bc94599 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 2 Feb 2024 10:23:43 +0000 Subject: [PATCH 127/206] edits to reduce lintr warnings --- episodes/read-delays.Rmd | 39 +++++++++++++++++++++++---------------- 1 file changed, 23 insertions(+), 16 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 9ba5f1f6..4e3a87b2 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -601,7 +601,7 @@ cdf(covid_serialint, q = 10) # the quantile value (day) at a cumulative probability of 60% quantile(covid_serialint, p = 0.6) -# generate 10 random values (days) given +# generate 10 random values (days) given # the distribution family and its parameters generate(covid_serialint, times = 10) ``` @@ -865,24 +865,24 @@ Key functions we applied in this episode are: ```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project -ebola_confirmed <- - read_csv(file.path("episodes","data","ebola_cases.csv")) +ebola_confirmed <- + read_csv(file.path("episodes", "data", "ebola_cases.csv")) ``` ```{r,message=FALSE,warning=FALSE,eval=FALSE} # read data # e.g.: if path to file is data/raw-data/ebola_cases.csv then: -ebola_confirmed <- +ebola_confirmed <- read_csv(here::here("data", "raw-data", "ebola_cases.csv")) # list distributions epidist_db(disease = "ebola") %>% list_distributions() -# subset one distribution +# subset one distribution ebola_serial <- epidist_db( - disease = "ebola", - epi_dist = "serial", + disease = "ebola", + epi_dist = "serial", single_epidist = TRUE ) @@ -1037,13 +1037,14 @@ We can use two complementary delay distributions to estimate the $R_t$ at time $ ```{r,eval=FALSE,echo=FALSE} # read data from the tutorial repository R project -ebola_confirmed <- read_csv(file.path("episodes","data","ebola_cases.csv")) +ebola_confirmed <- + read_csv(file.path("episodes", "data", "ebola_cases.csv")) ``` ```{r,message=FALSE,warning=FALSE,eval=FALSE} # read data # e.g.: if path to file is data/raw-data/ebola_cases.csv then: -ebola_confirmed <- +ebola_confirmed <- read_csv(here::here("data", "raw-data", "ebola_cases.csv")) # list distributions @@ -1059,7 +1060,7 @@ ebola_serial <- epidist_db( ebola_serial_discrete <- discretise(ebola_serial) -serial_interval_ebola <- +serial_interval_ebola <- dist_spec( mean = ebola_serial$summary_stats$mean, sd = ebola_serial$summary_stats$sd, @@ -1067,7 +1068,7 @@ serial_interval_ebola <- distribution = "gamma" ) -# subset one distribution for delay of the incubation period +# subset one distribution for delay of the incubation period ebola_incubation <- epidist_db( disease = "ebola", epi_dist = "incubation", @@ -1131,9 +1132,14 @@ epidist_db(disease = "influenza") %>% as_tibble() %>% count(epi_distribution) -influenza_generation <- epidist_db(disease = "influenza",epi_dist = "generation") +influenza_generation <- + epidist_db( + disease = "influenza", + epi_dist = "generation" + ) -influenza_generation_discrete <- discretise(influenza_generation) +influenza_generation_discrete <- + discretise(influenza_generation) # problem # the summary statistics do not have mean and sd @@ -1148,7 +1154,7 @@ influenza_extracted <- extract_param( values = c(influenza_generation$summary_stats$quantiles[1], influenza_generation$summary_stats$quantiles[2]), distribution = "lnorm", - percentiles = c(0.05,0.95) + percentiles = c(0.05, 0.95) ) influenza_extracted @@ -1161,8 +1167,9 @@ generation_time_influenza <- distribution = "lognormal" ) -influenza_cleaned <- outbreaks::influenza_england_1978_school %>% - select(date,confirm = in_bed) +influenza_cleaned <- + outbreaks::influenza_england_1978_school %>% + select(date, confirm = in_bed) epinow_estimates <- epinow( # cases From fa030c8b3dd15fd0ce905a8622ca4cd57c69d978 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 2 Feb 2024 10:24:47 +0000 Subject: [PATCH 128/206] relocate hint as extension of solution challenge --- episodes/read-delays.Rmd | 56 ++++++++++++++++++++++++---------------- 1 file changed, 34 insertions(+), 22 deletions(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index 4e3a87b2..cfe7ba87 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -745,27 +745,6 @@ covid_serialint_discrete$prob_dist$q(0.6) # generate random values covid_serialint_discrete$prob_dist$r(10) - -# create a discrete distribution visualization -x_limit <- covid_serialint_discrete$prob_dist$q(0.999) - -tibble( - # generate quantile values - # as a sequence for each natural number - quantile_values = - seq(1L, to = x_limit, by = 1L) -) %>% - mutate( - # calculate the values - # for each quantile in the density function - density_values = - covid_serialint_discrete$prob_dist$d(quantile_values) - ) %>% - ggplot(aes( - x = quantile_values, - y = density_values) - ) + - geom_col() ``` :::::::::::::::::::::: @@ -787,7 +766,40 @@ covid_incubation_discrete$prob_dist$q(0.99) 99% of those who develop COVID-19 symptoms will do so within 16 days of infection. -_Is this result expected in epidemiological terms?_ +Now, _Is this result expected in epidemiological terms?_ + +:::::::::::::::::::::::::: + +::::::::::::::::: solution + +### how to create a distribution plot? + +From a maximum value with `$prob_dist$q()`, we can create a sequence of quantile values as a numeric vector and map density values for each: + +```{r} +# create a discrete distribution visualization +# from a maximum value from the distribution +covid_serialint_discrete$prob_dist$q(0.999) %>% + # generate quantile values + # as a sequence for each natural number + seq(1L, to = ., by = 1L) %>% + # coerce numeric vector to data frame + as_tibble_col(column_name = "quantile_values") %>% + mutate( + # map density values + # for each quantile in the density function + density_values = + covid_serialint_discrete$prob_dist$d(quantile_values) + ) %>% + # create plot + ggplot( + aes( + x = quantile_values, + y = density_values + ) + ) + + geom_col() +``` :::::::::::::::::::::::::: From b630d60d1b5868b763f29f50aecfc8cf1d65aff8 Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Fri, 2 Feb 2024 10:36:41 +0000 Subject: [PATCH 129/206] remove discrete distribution plot output --- episodes/read-delays.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/read-delays.Rmd b/episodes/read-delays.Rmd index cfe7ba87..90e6c8e3 100644 --- a/episodes/read-delays.Rmd +++ b/episodes/read-delays.Rmd @@ -776,7 +776,7 @@ Now, _Is this result expected in epidemiological terms?_ From a maximum value with `$prob_dist$q()`, we can create a sequence of quantile values as a numeric vector and map density values for each: -```{r} +```{r,eval=FALSE} # create a discrete distribution visualization # from a maximum value from the distribution covid_serialint_discrete$prob_dist$q(0.999) %>% From 08a73e47b720543f905156b13421c710bf00897f Mon Sep 17 00:00:00 2001 From: Andree Valle Campos Date: Tue, 6 Feb 2024 10:57:09 +0000 Subject: [PATCH 130/206] remove cache from chunk options --- episodes/introduction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd index d3b1a504..bf059f68 100644 --- a/episodes/introduction.Rmd +++ b/episodes/introduction.Rmd @@ -100,7 +100,7 @@ In the `epinow()` function we can add: - the `generation_time` delay distribution, and - the computation `stan` parameters for this calculation: -```{r,message=FALSE,warning=FALSE,cache=TRUE} +```{r,message=FALSE,warning=FALSE} epinow_estimates <- epinow( # cases reported_cases = example_confirmed[1:60], From 4b92374e2e8ab99d4719e9c5cd1a5479bb846f4f Mon Sep 17 00:00:00 2001 From: Bisaloo Date: Tue, 6 Feb 2024 16:23:34 +0000 Subject: [PATCH 131/206] [actions] update 23 packages --- renv/profiles/lesson-requirements/renv.lock | 520 ++------------------ 1 file changed, 44 insertions(+), 476 deletions(-) diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock index be78e40d..028832b9 100644 --- a/renv/profiles/lesson-requirements/renv.lock +++ b/renv/profiles/lesson-requirements/renv.lock @@ -1,6 +1,6 @@ { "R": { - "Version": "4.2.2", + "Version": "4.3.2", "Repositories": [ { "Name": "carpentries", @@ -41,13 +41,13 @@ }, "DiagrammeR": { "Package": "DiagrammeR", - "Version": "1.0.10", + "Version": "1.0.11", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "RColorBrewer", - "downloader", + "cli", "dplyr", "glue", "htmltools", @@ -62,10 +62,10 @@ "stringr", "tibble", "tidyr", - "viridis", + "viridisLite", "visNetwork" ], - "Hash": "f3de4a4878163a4629a528bbcc6e655d" + "Hash": "584c1e1cbb6f9b6c3b0f4ef0ad960966" }, "EpiNow2": { "Package": "EpiNow2", @@ -136,7 +136,7 @@ }, "QuickJSR": { "Package": "QuickJSR", - "Version": "1.1.0", + "Version": "1.1.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -144,7 +144,7 @@ "Rcpp", "jsonlite" ], - "Hash": "c2d96d1e0499a9f7e1e56d2d1dde0fa6" + "Hash": "765d4f4bcec02ed0663d4de3db23f6e5" }, "R.methodsS3": { "Package": "R.methodsS3", @@ -409,14 +409,14 @@ }, "cli": { "Package": "cli", - "Version": "3.6.1", + "Version": "3.6.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "R", "utils" ], - "Hash": "89e6d8219950eac806ae0c489052048a" + "Hash": "1216ac65ac55ec0058a6f75d7ca0fd52" }, "clipr": { "Package": "clipr", @@ -509,14 +509,14 @@ }, "data.table": { "Package": "data.table", - "Version": "1.14.8", + "Version": "1.15.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "methods" ], - "Hash": "b4c06e554f33344e044ccd7fdca750a9" + "Hash": "cfbbb4aed6e78cd45f17123a9ec9981a" }, "dbplyr": { "Package": "dbplyr", @@ -560,96 +560,18 @@ ], "Hash": "0a861334beb4eb8ca0d24a27b28b6679" }, - "codetools": { - "Package": "codetools", - "Version": "0.2-19", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "c089a619a7fae175d149d89164f8c7d8" - }, - "colorspace": { - "Package": "colorspace", - "Version": "2.1-0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "graphics", - "methods", - "stats" - ], - "Hash": "f20c47fd52fae58b4e377c37bb8c335b" - }, - "countrycode": { - "Package": "countrycode", - "Version": "1.5.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "bbc5ab5258e5ddf38f2cd2c5a7afa860" - }, - "cpp11": { - "Package": "cpp11", - "Version": "0.4.6", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "707fae4bbf73697ec8d85f9d7076c061" - }, - "crayon": { - "Package": "crayon", - "Version": "1.5.2", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "grDevices", - "methods", - "utils" - ], - "Hash": "e8a1e41acf02548751f45c718d55aa6a" - }, - "curl": { - "Package": "curl", - "Version": "5.1.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "9123f3ef96a2c1a93927d828b2fe7d4c" - }, - "data.table": { - "Package": "data.table", - "Version": "1.14.8", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "methods" - ], - "Hash": "b4c06e554f33344e044ccd7fdca750a9" - }, "desc": { "Package": "desc", - "Version": "1.4.2", + "Version": "1.4.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "R6", "cli", - "rprojroot", "utils" ], - "Hash": "6b9602c7ebbe87101a9c8edb6e8b6d21" + "Hash": "99b79fcbd6c4d1ce087f5c5c758b384f" }, "digest": { "Package": "digest", @@ -699,17 +621,6 @@ ], "Hash": "80f374ef8500fcdc5d84a0345b837227" }, - "downloader": { - "Package": "downloader", - "Version": "0.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "digest", - "utils" - ], - "Hash": "f4f2a915e0dedbdf016a83b63477349f" - }, "dplyr": { "Package": "dplyr", "Version": "1.1.4", @@ -771,7 +682,7 @@ "RemoteUsername": "epiverse-trace", "RemoteRepo": "epidemics", "RemoteRef": "main", - "RemoteSha": "14b38b8ffbda1ddfdf1d90b2d26d6570e1830d89", + "RemoteSha": "f7e33b594768fb1fdac3fb97f9c075c7f9e9ce76", "RemoteHost": "api.github.com", "Requirements": [ "BH", @@ -785,7 +696,7 @@ "stats", "utils" ], - "Hash": "8dd3418be52e67270b62ae55a5ef6b6c" + "Hash": "3799aa7424ed199ea2f83a439655f1b1" }, "epiparameter": { "Package": "epiparameter", @@ -820,34 +731,15 @@ }, "fansi": { "Package": "fansi", - "Version": "1.0.5", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "utils" - ], - "Hash": "3e8583a60163b4bc1a80016e63b9959e" - }, - "farver": { - "Package": "farver", - "Version": "2.1.1", - "Source": "Repository", - "Repository": "CRAN", - "Hash": "8106d78941f34855c440ddb946b8f7a5" - }, - "fansi": { - "Package": "fansi", - "Version": "1.0.5", + "Version": "1.0.6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "R", "grDevices", "utils" ], - "Hash": "3e8583a60163b4bc1a80016e63b9959e" + "Hash": "962174cf2aeb5b9eea581522286a911f" }, "farver": { "Package": "farver", @@ -1253,7 +1145,7 @@ }, "igraph": { "Package": "igraph", - "Version": "1.6.0", + "Version": "2.0.1.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1271,47 +1163,11 @@ "stats", "utils" ], - "Hash": "eef74fe28b747e52288ea9e1d3600034" - }, - "inline": { - "Package": "inline", - "Version": "0.3.19", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "methods" - ], - "Hash": "1deaf1de3eac7e1d3377954b3a283652" - }, - "isoband": { - "Package": "isoband", - "Version": "0.2.7", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "grid", - "utils" - ], - "Hash": "0080607b4a1a7b28979aecef976d8bc2" - }, - "httr": { - "Package": "httr", - "Version": "1.4.7", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "R6", - "curl", - "jsonlite", - "mime", - "openssl" - ], - "Hash": "ac107251d9d9fd72f0ca8049988f1d7f" + "Hash": "fb2999614d40fe7fd61cf569b66a2dbc" }, "incidence2": { "Package": "incidence2", - "Version": "2.2.1", + "Version": "2.2.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1322,7 +1178,7 @@ "pillar", "utils" ], - "Hash": "bd272708a92103589276504d9c3e8855" + "Hash": "0e1c66f6d72eacacbd8fe6ba1ed85cc9" }, "inline": { "Package": "inline", @@ -1357,13 +1213,13 @@ }, "jsonlite": { "Package": "jsonlite", - "Version": "1.8.7", + "Version": "1.8.8", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "methods" ], - "Hash": "266a20443ca13c65688b2116d5220f76" + "Hash": "e1b9c55281c5adc4dd113652d9e26768" }, "knitr": { "Package": "knitr", @@ -1418,43 +1274,6 @@ ], "Hash": "7c5e89f04e72d6611c77451f6331a091" }, - "labeling": { - "Package": "labeling", - "Version": "0.4.3", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "graphics", - "stats" - ], - "Hash": "b64ec208ac5bc1852b285f665d6368b3" - }, - "lambda.r": { - "Package": "lambda.r", - "Version": "1.2.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "formatR" - ], - "Hash": "b1e925c4b9ffeb901bacf812cbe9a6ad" - }, - "lattice": { - "Package": "lattice", - "Version": "0.22-5", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "graphics", - "grid", - "stats", - "utils" - ], - "Hash": "7c5e89f04e72d6611c77451f6331a091" - }, "lifecycle": { "Package": "lifecycle", "Version": "1.0.4", @@ -1470,50 +1289,13 @@ }, "listenv": { "Package": "listenv", - "Version": "0.9.0", + "Version": "0.9.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "4fbd3679ec8ee169ba28d4b1ea7d0e8f" - }, - "loo": { - "Package": "loo", - "Version": "2.6.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "checkmate", - "matrixStats", - "parallel", - "stats" - ], - "Hash": "e5c8f41731502a0e98f353da23f7ca30" - }, - "lubridate": { - "Package": "lubridate", - "Version": "1.9.3", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "generics", - "methods", - "timechange" - ], - "Hash": "680ad542fbcf801442c83a6ac5a2126c" - }, - "listenv": { - "Package": "listenv", - "Version": "0.9.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "4fbd3679ec8ee169ba28d4b1ea7d0e8f" + "Hash": "e2fca3e12e4db979dccc6e519b10a7ee" }, "loo": { "Package": "loo", @@ -1689,18 +1471,6 @@ ], "Hash": "2a0dc8c6adfb6f032e4d4af82d258ab5" }, - "pak": { - "Package": "pak", - "Version": "0.7.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "tools", - "utils" - ], - "Hash": "17c4c32b4bdc087508f35e8b7dcf4191" - }, "parallelly": { "Package": "parallelly", "Version": "1.36.0", @@ -1750,7 +1520,7 @@ }, "pkgbuild": { "Package": "pkgbuild", - "Version": "1.4.2", + "Version": "1.4.3", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -1758,13 +1528,10 @@ "R6", "callr", "cli", - "crayon", "desc", - "prettyunits", - "processx", - "rprojroot" + "processx" ], - "Hash": "beb25b32a957a22a5c301a9e441190b3" + "Hash": "c0143443203205e6a2760ce553dafc24" }, "pkgconfig": { "Package": "pkgconfig", @@ -1776,27 +1543,6 @@ ], "Hash": "01f28d4278f15c76cddbea05899c5d6f" }, - "pkgload": { - "Package": "pkgload", - "Version": "1.3.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "cli", - "crayon", - "desc", - "fs", - "glue", - "methods", - "pkgbuild", - "rlang", - "rprojroot", - "utils", - "withr" - ], - "Hash": "876c618df5ae610be84356d5d7a5d124" - }, "plyr": { "Package": "plyr", "Version": "1.8.9", @@ -1820,16 +1566,16 @@ }, "processx": { "Package": "processx", - "Version": "3.8.2", + "Version": "3.8.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "R", "R6", "ps", "utils" ], - "Hash": "3efbd8ac1be0296a46c55387aeace0f3" + "Hash": "82d48b1aec56084d9438dbf98087a7e9" }, "progress": { "Package": "progress", @@ -1887,7 +1633,7 @@ "Package": "ragg", "Version": "1.2.7", "Source": "Repository", - "Repository": "https://carpentries.r-universe.dev", + "Repository": "RSPM", "Requirements": [ "systemfonts", "textshaping" @@ -2016,16 +1762,6 @@ ], "Hash": "d65e35823c817f09f4de424fcdfa812a" }, - "rprojroot": { - "Package": "rprojroot", - "Version": "2.0.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "4c8415e0ec1e29f3f4f6fc108bef0144" - }, "rstan": { "Package": "rstan", "Version": "2.32.5", @@ -2051,7 +1787,7 @@ }, "rstantools": { "Package": "rstantools", - "Version": "2.3.1.1", + "Version": "2.4.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -2061,7 +1797,7 @@ "stats", "utils" ], - "Hash": "32d3b6fe28162eb1c430697f95f40a83" + "Hash": "23813e635fcd210c33e154aa46d0a21a" }, "rstudioapi": { "Package": "rstudioapi", @@ -2185,71 +1921,18 @@ ], "Hash": "ffe1f9e95a4375530747b268f82b5086" }, - "scales": { - "Package": "scales", - "Version": "1.2.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "R6", - "RColorBrewer", - "farver", - "labeling", - "lifecycle", - "munsell", - "rlang", - "viridisLite" - ], - "Hash": "906cb23d2f1c5680b8ce439b44c6fa63" - }, - "socialmixr": { - "Package": "socialmixr", - "Version": "0.3.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "countrycode", - "curl", - "data.table", - "fields", - "grDevices", - "httr", - "jsonlite", - "lubridate", - "oai", - "wpp2017", - "xml2" - ], - "Hash": "70e8d107f01e2c1b54154c3aa6200e00" - }, - "spam": { - "Package": "spam", - "Version": "2.10-0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "Rcpp", - "dotCall64", - "grid", - "methods" - ], - "Hash": "ffe1f9e95a4375530747b268f82b5086" - }, "stringi": { "Package": "stringi", - "Version": "1.8.2", + "Version": "1.8.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Requirements": [ "R", "stats", "tools", "utils" ], - "Hash": "e68c45f81639001af5f1b15cd3599bbd" + "Hash": "058aebddea264f4c99401515182e656a" }, "stringr": { "Package": "stringr", @@ -2407,43 +2090,6 @@ ], "Hash": "c5f3c201b931cd6474d17d8700ccb1c8" }, - "sys": { - "Package": "sys", - "Version": "3.4.2", - "Source": "Repository", - "Repository": "CRAN", - "Hash": "3a1be13d68d47a8cd0bfd74739ca1555" - }, - "tibble": { - "Package": "tibble", - "Version": "3.2.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "fansi", - "lifecycle", - "magrittr", - "methods", - "pillar", - "pkgconfig", - "rlang", - "utils", - "vctrs" - ], - "Hash": "a84e2cc86d07289b3b6f5069df7a004c" - }, - "timechange": { - "Package": "timechange", - "Version": "0.2.0", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "cpp11" - ], - "Hash": "8548b44f79a35ba1791308b61e6012d7" - }, "tinytex": { "Package": "tinytex", "Version": "0.49", @@ -2495,26 +2141,6 @@ ], "Hash": "303c19bfd970bece872f93a824e323d9" }, - "truncnorm": { - "Package": "truncnorm", - "Version": "1.0-9", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "ef5b32c5194351ff409dfb37ca9468f1" - }, - "utf8": { - "Package": "utf8", - "Version": "1.2.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "62b65c52671e6665f803ff02954446e9" - }, "vctrs": { "Package": "vctrs", "Version": "0.6.5", @@ -2529,19 +2155,6 @@ ], "Hash": "c03fa420630029418f7e6da3667aac4a" }, - "viridis": { - "Package": "viridis", - "Version": "0.6.4", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "ggplot2", - "gridExtra", - "viridisLite" - ], - "Hash": "80cd127bc8c9d3d9f0904ead9a9102f1" - }, "viridisLite": { "Package": "viridisLite", "Version": "0.4.2", @@ -2632,40 +2245,6 @@ ], "Hash": "ee42417b66554b8fb1ab000b6a7a6588" }, - "viridisLite": { - "Package": "viridisLite", - "Version": "0.4.2", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R" - ], - "Hash": "c826c7c4241b6fc89ff55aaea3fa7491" - }, - "withr": { - "Package": "withr", - "Version": "2.5.1", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "grDevices", - "graphics", - "stats" - ], - "Hash": "d77c6f74be05c33164e33fbc85540cae" - }, - "wpp2017": { - "Package": "wpp2017", - "Version": "1.2-3", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "data.table" - ], - "Hash": "ee42417b66554b8fb1ab000b6a7a6588" - }, "xfun": { "Package": "xfun", "Version": "0.41", @@ -2681,7 +2260,7 @@ "Package": "xml2", "Version": "1.3.6", "Source": "Repository", - "Repository": "https://carpentries.r-universe.dev", + "Repository": "RSPM", "Requirements": [ "R", "cli", @@ -2690,23 +2269,12 @@ ], "Hash": "1d0336142f4cd25d8d23cd3ba7a8fb61" }, - "xml2": { - "Package": "xml2", - "Version": "1.3.5", - "Source": "Repository", - "Repository": "CRAN", - "Requirements": [ - "R", - "methods" - ], - "Hash": "6c40e5cfcc6aefd88110666e18c31f40" - }, "yaml": { "Package": "yaml", - "Version": "2.3.7", + "Version": "2.3.8", "Source": "Repository", - "Repository": "CRAN", - "Hash": "0d0056cc5383fbc240ccd0cb584bf436" + "Repository": "RSPM", + "Hash": "29240487a071f535f5e5d5a323b7afbd" } } } From 8dcbabf3577f754eba1961a4a09a9bd6e64ab9b0 Mon Sep 17 00:00:00 2001 From: Hugo Gruson <10783929+Bisaloo@users.noreply.github.com> Date: Thu, 8 Feb 2024 15:05:29 +0100 Subject: [PATCH 132/206] Keep only parts related to early tasks --- CONTRIBUTING.md | 4 +- config.yaml | 15 +- episodes/compare-interventions.Rmd | 275 ---------- episodes/create-forecast.Rmd | 348 ------------ episodes/introduction.Rmd | 179 ------- episodes/model-choices.Rmd | 418 --------------- episodes/modelling-interventions.Rmd | 442 ---------------- episodes/quantify-transmissibility.Rmd | 416 --------------- episodes/simulating-transmission.Rmd | 555 -------------------- learners/setup.md | 4 - renv/profiles/lesson-requirements/renv.lock | 160 +----- tutorials.Rproj => tutorials-early.Rproj | 0 12 files changed, 8 insertions(+), 2808 deletions(-) delete mode 100644 episodes/compare-interventions.Rmd delete mode 100644 episodes/create-forecast.Rmd delete mode 100644 episodes/introduction.Rmd delete mode 100644 episodes/model-choices.Rmd delete mode 100644 episodes/modelling-interventions.Rmd delete mode 100644 episodes/quantify-transmissibility.Rmd delete mode 100644 episodes/simulating-transmission.Rmd rename tutorials.Rproj => tutorials-early.Rproj (100%) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index efc58aa6..d973ce73 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -222,8 +222,8 @@ community listed at including via social media, slack, newsletters, and email lists. You can also [reach us by email][contact]. -[repo]: https://github.com/epiverse-trace/tutorials -[repo-issues]: https://github.com/epiverse-trace/tutorials/issues +[repo]: https://github.com/epiverse-trace/tutorials-early +[repo-issues]: https://github.com/epiverse-trace/tutorials-early/issues [contact]: mailto:andree.valle-campos@lshtm.ac.uk [cp-site]: https://epiverse-trace.github.io/ [dc-issues]: https://github.com/issues?q=user%3Adatacarpentry diff --git a/config.yaml b/config.yaml index c62ee29f..7d331214 100644 --- a/config.yaml +++ b/config.yaml @@ -11,13 +11,13 @@ carpentry: 'incubator' # Overall title for pages. -title: 'Outbreak analytics with R' +title: 'Reading and cleaning data for outbreak analytics with R' # Date the lesson was created (YYYY-MM-DD, this is empty by default) created: # Comma-separated list of keywords for the lesson -keywords: 'forecasts, epidemic models, interventions' +keywords: # Life cycle stage of the lesson # possible values: pre-alpha, alpha, beta, stable @@ -27,7 +27,7 @@ life_cycle: 'pre-alpha' license: 'CC-BY 4.0' # Link to the source repository for this lesson -source: 'https://github.com/epiverse-trace/tutorials' +source: 'https://github.com/epiverse-trace/tutorials-early' # Default branch of your lesson branch: 'main' @@ -59,14 +59,7 @@ contact: 'andree.valle-campos@lshtm.ac.uk' # Order of episodes in your lesson episodes: -- introduction.Rmd - read-delays.Rmd -- quantify-transmissibility.Rmd -- create-forecast.Rmd -- simulating-transmission.Rmd -- model-choices.Rmd -- modelling-interventions.Rmd -- compare-interventions.Rmd # Information for Learners learners: @@ -84,4 +77,4 @@ profiles: varnish: epiverse-trace/varnish@epiversetheme # this is carpentries/sandpaper#533 in our fork so we can keep it up to date with main -sandpaper: epiverse-trace/sandpaper@patch-renv-github-bug +sandpaper: epiverse-trace/sandpaper@patch-renv-github-bug diff --git a/episodes/compare-interventions.Rmd b/episodes/compare-interventions.Rmd deleted file mode 100644 index 419379da..00000000 --- a/episodes/compare-interventions.Rmd +++ /dev/null @@ -1,275 +0,0 @@ ---- -title: 'Comparing public health outcomes of interventions' -teaching: 45 # teaching time in minutes -exercises: 30 # exercise time in minutes - ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- How can I quantify the effect of an intervention? - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Compare intervention scenarios - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites -+ Complete tutorials [Simulating transmission](../episodes/simulating-transmission.md) and [Modelling interventions](../episodes/modelling-interventions.md) - -Learners should familiarise themselves with following concept dependencies before working through this tutorial: - -**Outbreak response** : [Intervention types](https://www.cdc.gov/nonpharmaceutical-interventions/). -::::::::::::::::::::::::::::::::: - - -## Introduction - -In this tutorial we will compare intervention scenarios against each other. To quantify the effect of the intervention we need to compare our intervention scenario to a counter factual scenario. The *counter factual* is the scenario in which nothing changes, often referred to as the 'do nothing' scenario. The counter factual scenario may include no interventions, or if we are investigating the potential impact of an additional intervention in the later stages of an outbreak there may be existing interventions in place. - -We must also decide what our *outcome of interest* is to make comparisons between intervention and counter factual scenarios. The outcome of interest can be: - -+ a model outcome, e.g. number of infections or hospitalisations, -+ a metric such as the epidemic peak time or size, -+ a measure that uses the model outcomes such as QALY/DALYs. - - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -In this tutorial we introduce the concept of the counter factual and how to compare scenarios (counter factual versus intervention) against each other. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - -## Vacamole model - -The Vacamole model is a deterministic model based on a system of ODEs in [Ainslie et al. 2022]( https://doi.org/10.2807/1560-7917.ES.2022.27.44.2101090) to describe the effect of vaccination on COVID-19 dynamics. The model consists of 11 compartments, individuals are classed as one of the following: - -+ susceptible, $S$, -+ partial vaccination ($V_1$), fully vaccination ($V_2$), -+ exposed, $E$ and exposed while vaccinated, $E_V$, -+ infectious, $I$ and infectious while vaccinated, $I_V$, -+ hospitalised, $H$ and hospitalised while vaccinated, $H_V$, -+ dead, $D$, -+ recovered, $R$. - -The diagram below describes the flow of individuals through the different compartments. - -```{r, echo = FALSE, message = FALSE} -DiagrammeR::grViz("digraph{ - # graph statement - ################# - graph [layout = dot, - rankdir = LR, - overlap = true, - fontsize = 10] - - # nodes - ####### - node [shape = square, - fixedsize = true - width = 1.3] - - S - E - Ev [label = 'E@_{V}', style = filled, fillcolour = 'gray'] - I - Iv [label = 'I@_{V}', style = filled, fillcolour = 'gray'] - H - Hv [label = 'H@_{V}', style = filled, fillcolour = 'gray'] - D - R - V1 [label = 'V@_{1}', style = filled, fillcolour = 'gray'] - V2 [label = 'V@_{2}', style = filled, fillcolour = 'gray'] - - - # edges - ####### - S -> E [label = ' infection (β) '] - S -> V1 [label = ' vaccination (ν1)'] - V1 -> E [label = ' infection (β)'] - V1 -> V2 [label = ' vaccination\n(second dose) (ν2)'] - V2 -> Ev [label = ' infection (β)'] - Ev -> Iv [label = ' onset of \ninfectiousness (α) '] - E -> I [label = ' onset of \ninfectiousness (α) '] - I -> H [label = ' hospitalisation (η)'] - Iv -> Hv [label = ' hospitalisation (η@_{V})'] - I -> D [label = ' death (ω)'] - I -> R [label = ' recovery (γ)'] - Iv -> D [label = ' death (ω@_{V})'] - Iv -> R [label = ' recovery (γ)'] - Hv -> D [label = ' death (ω@_{V})'] - Hv -> R [label = ' recovery (γ)'] - H -> D [label = ' death (ω)'] - H -> R [label = ' recovery (γ)'] - - subgraph { - rank = same; S; V1;V2; - } -}") -``` - - -::::::::::::::::::::::::::::::::::::: challenge - -## Running a counterfactual scenario using the Vacamole model - -1. Run the model with the default parameter values for the UK population assuming that : - -+ 1 in a million individual are infectious (and not vaccinated) at the start of the simulation -+ The contact matrix for the United Kingdom has age bins: - + age between 0 and 20 years, - + age between 20 and 40, - + 40 years and over. -+ There is no vaccination scheme in place - -2. Using the output, plot the number of deaths through time - - -::::::::::::::::: hint - -### Vaccination code - -To run the model with no vaccination in place we can *either* create two vaccination objects (one for each dose) using `vaccination()` with the time start, time end and vaccination rate all set to 0, or we can use the `no_vaccination()` function to create a vaccination object for two doses with all values set to 0. - -```{r, eval = FALSE} -no_vaccination <- no_vaccination(population = uk_population, doses = 2) -``` -:::::::::::::::::::::: - -::::::::::::::::: hint - -### HINT : Running the model with default parameter values - -We can run the Vacamole model with [default parameter values](https://epiverse-trace.github.io/epidemics/articles/vacamole.html#model-epidemic-using-vacamole) by just specifying the population object and number of time steps to run the model for: - - -```{r, eval = FALSE} -output <- model_vacamole_cpp( - population = uk_population, - vaccination = no_vaccination, - time_end = 300 -) -``` - -:::::::::::::::::::::: - - - -::::::::::::::::: solution - -### SOLUTION - -1. Run the model - -```{r} -polymod <- socialmixr::polymod -contact_data <- socialmixr::contact_matrix( - survey = polymod, - countries = "United Kingdom", - age.limits = c(0, 20, 40), - symmetric = TRUE -) -# prepare contact matrix -contact_matrix <- t(contact_data$matrix) - -# extract demography vector -demography_vector <- contact_data$demography$population -names(demography_vector) <- rownames(contact_matrix) - -# prepare initial conditions -initial_i <- 1e-6 - -initial_conditions <- c( - S = 1 - initial_i, - V1 = 0, V2 = 0, - E = 0, EV = 0, - I = initial_i, IV = 0, - H = 0, HV = 0, D = 0, R = 0 -) - -initial_conditions <- rbind( - initial_conditions, - initial_conditions, - initial_conditions -) -rownames(initial_conditions) <- rownames(contact_matrix) - -# prepare population object -uk_population <- population( - name = "UK", - contact_matrix = contact_matrix, - demography_vector = demography_vector, - initial_conditions = initial_conditions -) - -no_vaccination <- no_vaccination(population = uk_population, doses = 2) - -# run model -output <- model_vacamole_cpp( - population = uk_population, - vaccination = no_vaccination, - time_end = 300 -) -``` - -2. Plot the number of deaths through time - -```{r} -ggplot(output[output$compartment == "dead", ]) + - geom_line( - aes(time, value, colour = demography_group), - linewidth = 1 - ) + - scale_colour_brewer( - palette = "Dark2", - labels = rownames(contact_matrix), - name = "Age group" - ) + - scale_y_continuous( - labels = scales::comma - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme( - legend.position = "top" - ) + - theme_bw( - base_size = 15 - ) -``` - - - -::::::::::::::::::::::::::: - - -:::::::::::::::::::::::::::::::::::::::::::::::: - - - -## Comparing scenarios - -*Coming soon* - - - -## Challenge : Ebola outbreak analysis - -*Coming soon* - - - - -::::::::::::::::::::::::::::::::::::: keypoints - -- The counter factual scenario must be defined to make comparisons - -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/create-forecast.Rmd b/episodes/create-forecast.Rmd deleted file mode 100644 index 48c85e5f..00000000 --- a/episodes/create-forecast.Rmd +++ /dev/null @@ -1,348 +0,0 @@ ---- -title: 'Create a short-term forecast' -teaching: 30 -exercises: 30 -editor_options: - chunk_output_type: inline ---- - -```{r setup, echo = FALSE, warning = FALSE, message = FALSE} -library(EpiNow2) -withr::local_options(list(mc.cores = 4)) -``` - - -:::::::::::::::::::::::::::::::::::::: questions - -- How do I create short-term forecasts from case data? -- How do I account for incomplete reporting in forecasts? - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Learn how to make forecasts of cases using R package `EpiNow2` -- Learn how to include an observation process in estimation - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites - -+ Complete tutorial [Quantifying transmission](../episodes/quantify-transmissibility.md) - -Learners should familiarise themselves with following concept dependencies before working through this tutorial: - -**Statistics** : probability distributions, principle of Bayesian analysis. - -**Epidemic theory** : Effective reproduction number. - -::::::::::::::::::::::::::::::::: - -## Introduction - -Given case data, we can create estimates of the current and future number of cases by accounting for both delays in reporting and under reporting. To make statements about the future, we need to make an assumption of how observations up to today are related to what we expect to happen in the future. The simplest way of doing so is to assume "no change", i.e. the reproduction number remains the same in the future as last observed. In this tutorial we will create short-term forecasts by assuming the reproduction number will remain the same as it was estimated to be on the final date for which data was available. - -## Create a short-term forecast - -The function `epinow()` described in the previous tutorial is a wrapper for the function `estimate_infections()` used to estimate cases by date of infection. Using the same code in the previous tutorial we can extract the short-term forecast using: - -```{r, echo = FALSE} -cases <- aggregate( - cases_new ~ date, - data = incidence2::covidregionaldataUK[, c("date", "cases_new")], - FUN = sum -) -colnames(cases) <- c("date", "confirm") -rt_log_mean <- convert_to_logmean(2, 1) -rt_log_sd <- convert_to_logsd(2, 1) - -incubation_period_fixed <- dist_spec( - mean = 4, sd = 2, - max = 20, distribution = "gamma" -) - -log_mean <- convert_to_logmean(2, 1) -log_sd <- convert_to_logsd(2, 1) -reporting_delay_fixed <- dist_spec( - mean = log_mean, sd = log_sd, - max = 10, distribution = "lognormal" -) - -generation_time_fixed <- dist_spec( - mean = 3.6, sd = 3.1, - max = 20, distribution = "lognormal" -) -``` - - -```{r, message = FALSE, eval = TRUE} -reported_cases <- cases[1:90, ] -estimates <- epinow( - reported_cases = reported_cases, - generation_time = generation_time_opts(generation_time_fixed), - delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), - rt = rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)) -) -``` - - -We can visualise the estimates of the effective reproduction number and the estimated number of cases using `plot()`. The estimates are split into three categories: - -+ **Estimate** (green): utilises all data, - -+ **Estimate based on partial data** (orange): estimates that are based less data are therefore more uncertain, - -+ **Forecast** (purple): forecasts into the future. - - -```{r} -plot(estimates) -``` - - -::::::::::::::::::::::::::::::::::::: callout -### Forecasting with estimates of $R_t$ - -By default, the short-term forecasts are created using the latest estimate of the reproduction number $R_t$. As this estimate is based on partial data, it has considerable uncertainty. - -The reproduction number that is projected into the future can be changed to a less recent estimate based on more data using `rt_opts()`: - -```{r, eval = FALSE} -rt_opts(future = "estimate") -``` - -The result will be less uncertain forecasts (as they are based on $R_t$ with a narrower uncertainty interval) but the forecasts will be based on less recent estimates of $R_t$ and assume no change since then. - -Additionally, there is the option to project the value of $R_t$ into the future using a generic model by setting `future = "project"`. As this option uses a model to forecast the value of $R_t$, the result will be forecasts that are more uncertain than `estimate`, for an example [see here](https://epiforecasts.io/EpiNow2/dev/articles/estimate_infections_options.html#projecting-the-reproduction-number-with-the-gaussian-process). - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -### Incomplete observations - -In the previous tutorial we accounted for delays in reporting. In `EpiNow2` we also can account for incomplete observations as in reality, 100% of cases are not reported. - -We will pass another input into `epinow()` called `obs` to define an observation model. The format of `obs` must be the `obs_opt()` function (see `?EpiNow2::obs_opts` for more detail). - -Let's say we believe the COVID-19 outbreak data from the previous tutorial do not include all reported cases. We believe that we only observe 40% of cases. To specify this in the observation model, we must pass a scaling factor with a mean and standard deviation. If we assume that 40% of cases are in the case data (with standard deviation 1%), then we specify the `scale` input to `obs_opts()` as follows: - -```{r} -obs_scale <- list(mean = 0.4, sd = 0.01) -``` - -To run the inference framework with this observation process, we add `obs = obs_opts(scale = obs_scale)` to the input arguments of `epinow()`: - -```{r, message = FALSE, eval = TRUE} -obs_scale <- list(mean = 0.4, sd = 0.01) -reported_cases <- cases[1:90, ] -estimates <- epinow( - reported_cases = reported_cases, - generation_time = generation_time_opts(generation_time_fixed), - delays = delay_opts(incubation_period_fixed + reporting_delay_fixed), - rt = rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)), - obs = obs_opts(scale = obs_scale) -) -summary(estimates) -``` - - -The estimates of transmission measures such as the effective reproduction number and rate of growth are similar (or the same in value) compared to when we didn't account for incomplete observations (see previous tutorial). However the number of new confirmed cases by infection date has changed substantially in magnitude to reflect the assumption that only 40% of cases are in the data set. - -We can also change the default distribution from Negative Binomial to Poisson, remove the default week effect and more. See `?EpiNow2::obs_opts` for more detail. - - -## Forecast secondary observations - -`EpiNow2` also has the ability to estimate and forecast secondary observations e.g. deaths, hospitalisations from a primary observation e.g. cases. Here we will illustrate how to forecast the number of deaths arising from observed cases of COVID-19 in the early stages of the UK outbreak. - -First, we must format our data to have the following columns: - -+ `date` : the date (as a date object see `?is.Date()`), -+ `primary` : number of primary observations on that date, in this example **cases**, -+ `secondary` : number of secondary observations date, in this example **deaths**. - -```{r} -reported_cases_deaths <- aggregate( - cbind(cases_new, deaths_new) ~ date, - data = - incidence2::covidregionaldataUK[, c("date", "cases_new", "deaths_new")], - FUN = sum -) -colnames(reported_cases_deaths) <- c("date", "primary", "secondary") -``` - - -Using the first 30 days of data on cases and deaths, we will estimate the relationship between the primary and secondary observations using `estimate_secondary()`, then forecast future deaths using `forecast_secondary()`. For detail on the model see the [model documentation](https://epiforecasts.io/EpiNow2/dev/articles/estimate_secondary.html). - -We must specify the type of observation using `type` in `secondary_opts()`, options include: - -+ "incidence" : secondary observations arise from previous primary observations, i.e. deaths arising from recorded cases. -+ "prevalence" : secondary observations arise from a combination current primary observations and past secondary observations, i.e. hospital bed usage arising from current hospital admissions and past hospital bed usage. - -In this example we specify `secondary_opts(type = "incidence")`. See `?EpiNow2::secondary_opts` for more detail). - -The final key input is the delay distribution between the primary and secondary observations. Here this is the delay between case report and death, we assume this follows a gamma distribution with mean of 14 days and standard deviation of 5 days. Using `dist_spec()` we specify a fixed gamma distribution. - -There are further function inputs to `estimate_secondary()` which can be specified, including adding an observation process, see `?EpiNow2::estimate_secondary` for detail on the options. - -To find the model fit between cases and deaths : -```{r} -estimate_cases_to_deaths <- estimate_secondary( - reports = reported_cases_deaths[1:30, ], - secondary = secondary_opts(type = "incidence"), - delays = delay_opts(dist_spec( - mean = 14, sd = 5, - max = 30, distribution = "gamma" - )) -) -``` - - -::::::::::::::::::::::::::::::::::::: callout -### Be cautious of timescale - -In the early stages of an outbreak there can be substantial changes in testing and reporting. If there are testing changes from one month to another, then there will be a bias in the model fit. Therefore, you should be cautious of the time-scale of data used in the model fit and forecast. - -:::::::::::::::::::::::::::::::::::::::::::::::: - -We plot the model fit (shaded ribbons) with the secondary observations (bar plot) and primary observations (dotted line) as follows: - -```{r} -plot(estimate_cases_to_deaths, primary = TRUE) -``` - -To use this model fit to forecast deaths, we pass a data frame consisting of the primary observation (cases) for dates not used in the model fit. - -*Note : in this tutorial we are using data where we know the deaths and cases, so we create a data frame by extracting the cases. But in practice, this would be a different data set consisting of cases only.* -```{r} -cases_to_forecast <- reported_cases_deaths[31:60, c("date", "primary")] -colnames(cases_to_forecast) <- c("date", "value") -``` - -To forecast, we use the model fit `estimate_cases_to_deaths`: - -```{r} -deaths_forecast <- forecast_secondary( - estimate = estimate_cases_to_deaths, - primary = cases_to_forecast -) -plot(deaths_forecast) -``` - -The plot shows the forecast secondary observations (deaths) over the dates which we have recorded cases for. -It is also possible to forecast deaths using forecast cases, here you would specify `primary` as the `estimates` output from `estimate_infections()`. - - -## Challenge : Ebola outbreak analysis - -::::::::::::::::::::::::::::::::::::: challenge - -Download the file [ebola_cases.csv](data/ebola_cases.csv) and read it into R. The simulated data consists of the date of symptom onset and number of confirmed cases of the early stages of the Ebola outbreak in Sierra Leone in 2014. - -Using the first 3 months (120 days) of data: - -1. Estimate of cases increasing or decreasing on day 120 of the outbreak (Hint: Find the effective reproduction number and growth rate on day 120) -2. Create a two week forecast of number of cases - -You can use the following parameter values for the delay distribution(s) and generation time distribution. - -+ Incubation period : Log normal$(2.487,0.330)$ ([Eichner et al. 2011](https://doi.org/10.1016/j.phrp.2011.04.001) via `{epiparameter}`) -+ Generation time : Gamma$(15.3, 10.1)$ ([WHO Ebola Response Team 2014](https://www.nejm.org/doi/full/10.1056/NEJMoa1411100)) - -You may include some uncertainty around the mean and standard deviation of these distributions. - -::::::::::::::::: hint - -### HINT : data format - -Ensure the data is in the correct format : - -+ `date` : the date (as a date object see `?is.Date()`), -+ `confirm` : number of confirmed cases on that date. - - -:::::::::::::::::::::: - - -::::::::::::::::: solution - -### SOLUTION - -To estimate the effective reproduction number and growth rate, we will use the function `epinow()`. - -As the data consists of date of symptom onset, we only need to specify a delay distribution for the incubation period and the generation time. - -We specify the distributions with some uncertainty around the mean and standard deviation of the log normal distribution for the incubation period and the Gamma distribution for the generation time. - -```{r,eval=TRUE,echo=TRUE} -ebola_incubation_period <- dist_spec( - mean = 2.487, sd = 0.330, - mean_sd = 0.5, sd_sd = 0.5, - max = 20, distribution = "lognormal" -) - -ebola_generation_time <- dist_spec( - mean = 15.3, sd = 10.1, - mean_sd = 0.5, sd_sd = 0.5, - max = 30, distribution = "gamma" -) -``` - -As we want to also create a two week forecast, we specify `horizon = 14` to forecast 14 days instead of the default 7 days. - -```{r, eval=TRUE,echo=FALSE} -# read data from the tutorial repository R project -ebola_cases <- - read.csv(file.path("data", "ebola_cases.csv")) -``` - -```{r,eval=FALSE,echo=TRUE} -# read data -# e.g.: if path to file is data/raw-data/ebola_cases.csv then: -ebola_cases <- - read.csv(here::here("data", "raw-data", "ebola_cases.csv")) -``` - -```{r,eval=TRUE,echo=TRUE, message = FALSE} -# format date column -ebola_cases$date <- as.Date(ebola_cases$date) - -ebola_estimates <- epinow( - reported_cases = ebola_cases[1:120, ], # first 3 months of data only - generation_time = generation_time_opts(ebola_generation_time), - delays = delay_opts(ebola_incubation_period), - # horizon needs to be 14 days to create two week forecast (default is 7 days) - horizon = 14 -) - -summary(ebola_estimates) -``` - -The effective reproduction number $R_t$ estimate (on the last date of the data) is `r summary(ebola_estimates)[measure=="Effective reproduction no."]$estimate`. The exponential growth rate of case numbers is `r summary(ebola_estimates)[measure=="Rate of growth"]$estimate`. - -Visualize the estimates: - -```{r,eval=FALSE,echo=TRUE} -plot(ebola_estimates) -``` - -::::::::::::::::::::::::::: - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -## Summary - -`EpiNow2` can be used to create short term forecasts and to estimate the relationship between different outcomes. There are a range of model options that can be implemented for different analysis, including adding an observational process to account for incomplete reporting. See the [vignette](https://epiforecasts.io/EpiNow2/dev/articles/estimate_infections_options.html) for more details on different model options in `EpiNow2` that aren't covered in these tutorials. - - -::::::::::::::::::::::::::::::::::::: keypoints - -- We can create short-term forecasts by making assumptions about the future behaviour of the reproduction number -- Incomplete case reporting can be accounted for in estimates - - -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/introduction.Rmd b/episodes/introduction.Rmd deleted file mode 100644 index bf059f68..00000000 --- a/episodes/introduction.Rmd +++ /dev/null @@ -1,179 +0,0 @@ ---- -title: 'Outbreak analytics pipelines' -teaching: 10 -exercises: 2 -editor_options: - chunk_output_type: console ---- - -:::::::::::::::::::::::::::::::::::::: questions - -- Why use R packages for Outbreak analytics? -- What can we do to analyse our outbreak data? -- How can I start doing Outbreak Analytics with R? - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Explain our vision on the need for outbreak analytics R packages. -- Share our strategy to create R packages into an outbreak analytics pipeline. -- Define our plan to start your learning path in outbreak analytics with R. - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites - -This episode requires you to be familiar with: - -**Data science** : Basic programming with R. - -**Epidemic theory** : Reproduction number. - -::::::::::::::::::::::::::::::::: - -## Why to use R packages for Outbreak analytics? - -Outbreaks appear with different diseases and in different contexts, but what all of them have in common are the key public health questions ([Cori et al. 2017](https://royalsocietypublishing.org/doi/10.1098/rstb.2016.0371#d1e605)). - -Is the epidemic going to take off? Is it under control? How much effort will be needed to control it? We can answer them by _quantifying the transmissibility_ of the disease. The most used parameter for this is the reproduction number ($R$), the average number of secondary infections caused by a typical primary case in the population -of interest ([Prism, 2016](http://prism.edu.au/publications/prism-modeling-guideline/)). We can intuitively interpret it as: - -- if $R>1$, the epidemic is likely to grow, -- if $R<1$, the epidemic is likely to decline. - -We can estimate the reproduction number by initially using two __data inputs__: the incidence of reported cases and the [generation time](../learners/reference.md#generationtime) distribution. But to calculate it, we must apply the appropriate mathematical models written in code with the required computational methods. That is not enough! Following _good practices_, the code we write should be peer-reviewed and contain internal tests to double-check that we are getting the estimates we expect. Imagine rewriting all of it during a health emergency! - -In R, the fundamental unit of shareable code is the _package_. A package bundles together code, data, documentation, and tests and is easy to share with others ([Wickham and Bryan, 2023](https://r-pkgs.org/introduction.html)). We, as epidemiologists, can contribute to their collaborative maintenance as a community to perform less error-prone data analysis pipelines. - -::::::::::::::::::::::::::::::::: discussion - -### Questions to think about - -Remember your last experience with outbreak data and reflect on these questions: - -- What data sources did you need to understand the outbreak? -- How did you get access to that data? -- Is that analysis pipeline you followed reusable for the next response? - -Reflect on your experiences. - -::::::::::::::::::::::::::::::::::::::::::: - - -## Example: Quantify transmission - -The `{EpiNow2}` package provides a three-step solution to _quantify the transmissibility_. Let's see how to do this with a minimal example. First, load the package: - -```{r,warning=FALSE} -library(EpiNow2) -``` - -### First, get your case data - -Case incidence data must be stored in a data frame with the observed number of cases per day. We can read an example from the package: - -```{r} -example_confirmed -``` - -### Then, set the generation time - -Not all primary cases have the same probability of generating a secondary case. The onset and cessation of [infectiousness](../learners/reference.md#infectiousness) may occur gradually. For `{EpiNow2}`, we can specify it as a probability `distribution` with `mean`, standard deviation `sd`, and maximum value `max`: - -```{r} -generation_time <- dist_spec( - mean = 3.6, - sd = 3.1, - max = 20, - distribution = "lognormal" -) -``` - -### Let's calculate the reproduction number! - -In the `epinow()` function we can add: - -- the `reported_cases` data frame, -- the `generation_time` delay distribution, and -- the computation `stan` parameters for this calculation: - -```{r,message=FALSE,warning=FALSE} -epinow_estimates <- epinow( - # cases - reported_cases = example_confirmed[1:60], - # delays - generation_time = generation_time_opts(generation_time), - # computation - stan = stan_opts( - cores = 4, samples = 1000, chains = 3, - control = list(adapt_delta = 0.99) - ) -) -``` - -As an output, we get the time-varying (or [effective](../learners/reference.md#effectiverepro)) reproduction number, as well as the cases by date of report and date of infection: - -```{r} -base::plot(epinow_estimates) -``` - -::::::::::::::::: callout - -### Is this $Rt$ estimation biased? - -Review [Gostic et al., 2020](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008409) about what additional adjustments this estimation requires to avoid false precision in $Rt$. - -::::::::::::::::::::::::: - -## The problem! - -However, _quantifying the transmissibility_ during a real-life outbreak response is more challenging than this example! - -Usually, we receive outbreak data in non-standard formats, requiring specific steps and taking the most time to prepare usable data inputs. Some of them are: - -- Read delay distributions from the literature -- Read and clean case data -- Validate your line list -- Describe case data - -And this is not the end. After _quantifying transmissibility_ we need to answer more key public health questions like: What is the attack rate we expect? What would be the impact of a given intervention? We can use the reproduction number and other outputs as new inputs for complementary tasks. For example: - -- Estimate severity -- Create short-term forecast -- Simulate transmission scenarios -- Compare interventions - -So, all these tasks can be interconnected in a pipeline: - -![The outbreak analytics pipeline.](https://epiverse-trace.github.io/task_pipeline-minimal.svg) - -## What can we do? - -Our strategy is gradually incorporating specialised R packages into our traditional analysis pipeline. These packages should fill the gaps in these epidemiology-specific tasks in response to outbreaks. - -Epiverse-TRACE's aim is to provide a software ecosystem for outbreak analytics. We support the development of software pieces, make the existing ones interoperable for the user experience, and stimulate a community of practice. - -![](fig/pkgs-hexlogos.png) - -## How can I start? - -Our plan for these tutorials is to introduce key solutions from packages in all the tasks before and after the _Quantify transmission_ task, plus the required theory concepts to interpret modelling outputs and make rigorous conclusions. - -- In the first set of episodes, you will learn how to optimise the reading of delay distributions and cleaning of case data to input them into the _Quantify transmission_ task. These preliminary tasks are the __Early tasks__. These include packages like `{readepi}`, `{cleanepi}`, `{linelist}`, `{epiparameter}`, and `{episoap}`. - -- Then, we will get deeper into the packages and required theory to _Quantify transmission_ and perform more real-time analysis tasks next to it. These are the __Middle tasks__. This includes `{EpiNow2}`, `{cfr}`, `{epichains}`, and `{superspreading}`. - -- Lastly, we will use _Quantify transmission_ data outputs to compare it to other indicators and simulate epidemic scenarios as part of the __Late tasks__. This includes `{finalsize}`, `{epidemics}`, and `{scenarios}`. - - -::::::::::::::::::::::::::::::::::::: keypoints - -- Our vision is to have pipelines of R packages for outbreak analytics. -- Our strategy is to create interconnected tasks to get relevant outputs for public health questions. -- We plan to introduce package solutions and theory bits for each of the tasks in the outbreak analytics pipeline. - -:::::::::::::::::::::::::::::::::::::::::::::::: - diff --git a/episodes/model-choices.Rmd b/episodes/model-choices.Rmd deleted file mode 100644 index 4a60e366..00000000 --- a/episodes/model-choices.Rmd +++ /dev/null @@ -1,418 +0,0 @@ ---- -title: 'Choosing an appropriate model' -teaching: 10 # teaching time in minutes -exercises: 20 # exercise time in minutes - ---- - -```{r setup, echo = FALSE, message = FALSE, warning = FALSE} -library(epidemics) -library(dplyr) -library(ggplot2) -``` - -:::::::::::::::::::::::::::::::::::::: questions - -- How do I choose a mathematical model that's appropriate to complete my analytical task? - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Understand the model requirements for a specific research question - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites -+ Complete tutorial [Simulating transmission](../episodes/simulating-transmission.md) -::::::::::::::::::::::::::::::::: - - -## Introduction - -There are existing mathematical models for different infections, interventions and transmission patterns which can be used to answer new questions. In this tutorial, we will learn how to choose an existing model to complete a given task. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -The focus of this tutorial is understanding existing models to decide if they are appropriate for a defined question. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::::: discussion - -### Choosing a model - -When deciding which mathematical model to use, there are a number of questions we must consider : - -::::::::::::::::::::::::::::::::::::::::::::::::::: - -:::::::::::::::: solution - -### What is the infection/disease of interest? - -A model may already exist for your study disease, or there may be a model for an infection that has the same transmission pathways and epidemiological features that can be used. - -::::::::::::::::::::::::: - -:::::::::::::::: solution - -### Do we need a [deterministic](../learners/reference.md#deterministic) or [stochastic](../learners/reference.md#stochastic) model? - -Model structures differ for whether the disease has pandemic potential or not. When predicted numbers of infection are small, stochastic variation in output can have an effect on whether an outbreak takes off or not. Outbreaks are usually smaller in magnitude than epidemics, so its often appropriate to use a stochastic model to characterise the uncertainty in the early stages of the outbreak. Epidemics are larger in magnitude than outbreaks and so a deterministic model is suitable as we have less interest in the stochastic variation in output. - -::::::::::::::::::::::::: - -:::::::::::::::: solution - -## What is the outcome of interest? - -The outcome of interest can be a feature of a mathematical model. It may be that you are interested in the predicted numbers of infection through time, or in a specific outcome such as hospitalisations or cases of severe disease. - -::::::::::::::::::::::::: - -:::::::::::::::: solution - -## How is transmission modelled? - -For example, [direct](../learners/reference.md#direct) or [indirect](../learners/reference.md#indirect), [airborne](../learners/reference.md#airborne) or [vector-borne](../learners/reference.md#vectorborne). -::::::::::::::::::::::::: - - -:::::::::::::::: solution - -## How are the different processes (e.g. transmission) formulated in the equations? - -There can be subtle differences in model structures for the same infection or outbreak type which can be missed without studying the equations. For example, transmissibility parameters can be specified as rates or probabilities. If you want to use parameter values from other published models, you must check that transmission is formulated in the same way. -::::::::::::::::::::::::: - -:::::::::::::::: solution - -## Will any interventions be modelled? - -Finally, interventions such as vaccination may be of interest. A model may or may not have the capability to include the impact of different interventions on different time scales (continuous time or at discrete time points). We discuss interventions in detail in the tutorial [Modelling interventions](../episodes/modelling-interventions.md). - -::::::::::::::::::::::::: - - - - - - -## Available models in `epidemics` - -The R package `epidemics` contains functions to run existing models. -For details on the models that are available, see the package [vignettes](https://epiverse-trace.github.io/epidemics/articles). To learn how to run the models in R, read the documentation using `?epidemics::model_ebola_r`. - - -::::::::::::::::::::::::::::::::::::: challenge - -## What model? - -You have been asked to explore the variation in numbers of infectious individuals in the early stages of an Ebola outbreak. - -Which of the following models would be an appropriate choice for this task: - -+ `model_default_cpp()` - -+ `model_ebola_r()` - -::::::::::::::::: hint - -### HINT - -Consider the following questions: - -::::::::::::::::::::::::::::::::::::: checklist - -+ What is the infection/disease of interest? -+ Do we need a deterministic or stochastic model? -+ What is the outcome of interest? -+ Will any interventions be modelled? - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -:::::::::::::::::::::: - - -::::::::::::::::: solution - -### SOLUTION - - -+ What is the infection/disease of interest? **Ebola** -+ Do we need a deterministic or stochastic model? **A stochastic model would allow us to explore variation in the early stages of the outbreak** -+ What is the outcome of interest? **Number of infections** -+ Will any interventions be modelled? **No** - -#### `model_default_cpp()` - -A deterministic SEIR model with age specific direct transmission. - -```{r diagram, echo = FALSE, message = FALSE} -DiagrammeR::grViz("digraph { - - # graph statement - ################# - graph [layout = dot, - rankdir = LR, - overlap = true, - fontsize = 10] - - # nodes - ####### - node [shape = square, - fixedsize = true - width = 1.3] - - S - E - I - R - - # edges - ####### - S -> E [label = ' infection \n(transmissibility β)'] - E -> I [label = ' onset of infectiousness \n(infectiousness rate α)'] - I -> R [label = ' recovery \n(recovery rate γ)'] - -}") -``` - - -The model is capable of predicting an Ebola type outbreak, but as the model is deterministic, we are not able to explore stochastic variation in the early stages of the outbreak. - - -#### `model_ebola_r()` - -A stochastic SEIHFR (Susceptible, Exposed, Infectious, Hospitalised, Funeral, Removed) model that was developed specifically for infection with Ebola. The model has stochasticity in the passage times between states, which are modelled as Erlang distributions. - -The key parameters affecting the transition between states are: - -+ $R_0$, the basic reproduction number, -+ $\rho^I$, the mean infectious period, -+ $\rho^E$, the mean preinfectious period, -+ $p_{hosp}$ the probability of being transferred to the hospitalised compartment. - -**Note: the functional relationship between the preinfectious period ($\rho^E$) and the transition rate between exposed and infectious ($\gamma^E$) is $\rho^E = k^E/\gamma^E$ where $k^E$ is the shape of the Erlang distribution. Similarly for the infectious period $\rho^I = k^I/\gamma^I$. See [here](https://epiverse-trace.github.io/epidemics/articles/ebola_model.html#details-discrete-time-ebola-virus-disease-model) for more detail on the stochastic model formulation. ** - -```{r, echo = FALSE, message = FALSE} -DiagrammeR::grViz("digraph { - - # graph statement - ################# - graph [layout = dot, - rankdir = LR, - overlap = true, - fontsize = 10] - - # nodes - ####### - node [shape = square, - fixedsize = true - width = 1.3] - - S - E - I - H - F - R - - # edges - ####### - S -> E [label = ' infection (β)'] - E -> I [label = ' onset of \ninfectiousness (γ E)'] - I -> F [label = ' death (funeral) \n(γ I)'] - F -> R [label = ' safe burial (one timestep) '] - I -> H [label = ' hospitalisation (p hosp)'] - H -> R [label = ' recovery or safe burial \n (γ I)'] - - subgraph { - rank = same; I; F; - } - subgraph { - rank = same; H; R; - } -}") -``` - -The model has additional parameters describing the transmission risk in hospital and funeral settings: - -+ $p_{ETU}$, the proportion of hospitalised cases contributing to the infection of susceptibles (ETU = Ebola virus treatment units), -+ $p_{funeral}$, the proportion of funerals at which the risk of transmission is the same as of infectious individuals in the community. - -As this model is stochastic, it is the most appropriate choice to explore how variation in numbers of infected individuals in the early stages of an Ebola outbreak. - - -::::::::::::::::::::::::::: - - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -## Challenge : Ebola outbreak analysis - - - -::::::::::::::::::::::::::::::::::::: challenge - -## Running the model - -You have been tasked to generate initial trajectories of an Ebola outbreak in Guinea. Using `model_ebola_r()` and the the information detailed below, complete the following tasks: - -1. Run the model once and plot the number of infectious individuals through time -2. Run model 100 times and plot the mean, upper and lower 95% quantiles of the number of infectious individuals through time - -+ Population size : 14 million -+ Initial number of exposed individuals : 10 -+ Initial number of infectious individuals : 5 -+ Time of simulation : 120 days -+ Parameter values : - + $R_0$ (`r0`) = 1.1, - + $p^I$ (`infectious_period`) = 12, - + $p^E$ (`preinfectious_period`) = 5, - + $k^E=k^I = 2$, - + $1-p_{hosp}$ (`prop_community`) = 0.9, - + $p_{ETU}$ (`etu_risk`) = 0.7, - + $p_{funeral}$ (`funeral_risk`) = 0.5 - -::::::::::::::::: hint - -### Code for initial conditions - -```{r} -# set population size -population_size <- 14e6 - -E0 <- 10 -I0 <- 5 -# prepare initial conditions as proportions -initial_conditions <- c( - S = population_size - (E0 + I0), E = E0, I = I0, H = 0, F = 0, R = 0 -) / population_size - -guinea_population <- population( - name = "Guinea", - contact_matrix = matrix(1), # note dummy value - demography_vector = population_size, # 14 million, no age groups - initial_conditions = matrix( - initial_conditions, - nrow = 1 - ) -) -``` - - -:::::::::::::::::::::: - - -::::::::::::::::: hint - -### HINT : Multiple model simulations - -Adapt the code from the [accounting for uncertainty](../episodes/simulating-transmission.md#accounting-for-uncertainty) section - -:::::::::::::::::::::: - -::::::::::::::::: solution - -### SOLUTION - -1. Run the model once and plot the number of infectious individuals through time - - -```{r} -output <- model_ebola_r( - population = guinea_population, - transmissibility = 1.1 / 12, - infectiousness_rate = 2.0 / 5, - removal_rate = 2.0 / 12, - prop_community = 0.9, - etu_risk = 0.7, - funeral_risk = 0.5, - time_end = 100 -) - -ggplot(output[output$compartment == "infectious", ]) + - geom_line( - aes(time, value), - linewidth = 1.2 - ) + - scale_y_continuous( - labels = scales::comma - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) -``` - -2. Run model 100 times and plot the mean, upper and lower 95% quantiles of the number of infectious individuals through time - -We run the model 100 times with the *same* parameter values. - -```{r} -output_samples <- Map( - x = seq(100), - f = function(x) { - output <- model_ebola_r( - population = guinea_population, - transmissibility = 1.1 / 12, - infectiousness_rate = 2.0 / 5, - removal_rate = 2.0 / 12, - prop_community = 0.9, - etu_risk = 0.7, - funeral_risk = 0.5, - time_end = 100 - ) - # add replicate number and return data - output$replicate <- x - output - } -) - -output_samples <- bind_rows(output_samples) # requires the dplyr package - -ggplot( - output_samples[output_samples$compartment == "infectious", ], - aes(time, value) -) + - stat_summary(geom = "line", fun = mean) + - stat_summary( - geom = "ribbon", - fun.min = function(z) { - quantile(z, 0.025) - }, - fun.max = function(z) { - quantile(z, 0.975) - }, - alpha = 0.3 - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) -``` - -::::::::::::::::::::::::::: - - -:::::::::::::::::::::::::::::::::::::::::::::::: - - - -::::::::::::::::::::::::::::::::::::: keypoints - -- Existing mathematical models should be selected according to the research question -- It is important to check that a model has appropriate assumptions about transmission, outbreak potential, outcomes and interventions -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/modelling-interventions.Rmd b/episodes/modelling-interventions.Rmd deleted file mode 100644 index fd035843..00000000 --- a/episodes/modelling-interventions.Rmd +++ /dev/null @@ -1,442 +0,0 @@ ---- -title: 'Modelling interventions' -teaching: 45 # teaching time in minutes -exercises: 30 # exercise time in minutes - ---- - -```{r setup, echo= FALSE, message = FALSE, warning = FALSE} -library(ggplot2) -library(epidemics) -``` - -:::::::::::::::::::::::::::::::::::::: questions - -- How do I investigate the effect of interventions on disease trajectories? - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Add pharmaceutical and non-pharmaceutical interventions to an {epidemics} model - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites -+ Complete tutorial [Simulating transmission](../episodes/simulating-transmission.md) - -Learners should familiarise themselves with following concept dependencies before working through this tutorial: - -**Outbreak response** : [Intervention types](https://www.cdc.gov/nonpharmaceutical-interventions/). -::::::::::::::::::::::::::::::::: - - -## Introduction - -Mathematical models can be used to generate trajectories of disease spread under the implementation of interventions at different stages of an outbreak. These predictions can be used to make decisions on what interventions could be implemented to slow down the spread of diseases. - -We can assume interventions in mathematical models reduce the values of relevant parameters e.g. reduce transmissibility while in place. Or it may be appropriate to assume individuals are classified into a new disease state, e.g. once vaccinated we assume individuals are no longer susceptible to infection and therefore move to a vaccinated state. In this tutorial, we will introduce how to include three different interventions in model of COVID-19 transmission. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: instructor - -In this tutorial different types of intervention and how they can be modelled are introduced. Learners should be able to understand the underlying mechanism of these interventions (e.g. reduce contact rate) as well as how to implement the code to include such interventions. - -:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: - -## Non-pharmaceutical interventions - -[Non-pharmaceutical interventions](../learners/reference.md#NPIs) (NPIs) are measures put in place to reduce transmission that do not include the administration of drugs or vaccinations. NPIs aim reduce contact between infectious and susceptible individuals. For example, washing hands, wearing masks and closures of school and workplaces. - -We will investigate the effect of interventions on a COVID-19 outbreak using an SEIR model (`model_default_cpp()` in the R package `{epidemics}`). We will set $R_0 = 2.7$, latent period or preinfectious period $= 4$ and the infectious_period $= 5.5$ (parameters adapted from [Davies et al. (2020)](https://doi.org/10.1016/S2468-2667(20)30133-X)). We load a contact matrix with age bins 0-18, 18-65, 65 years and older using `{socialmixr}` and assume that one in every 1 million in each age group is infectious at the start of the epidemic. - -```{r model_setup, echo = TRUE, message = FALSE} -polymod <- socialmixr::polymod -contact_data <- socialmixr::contact_matrix( - polymod, - countries = "United Kingdom", - age.limits = c(0, 15, 65), - symmetric = TRUE -) - -# prepare contact matrix -contact_matrix <- t(contact_data$matrix) - -# prepare the demography vector -demography_vector <- contact_data$demography$population -names(demography_vector) <- rownames(contact_matrix) - -# initial conditions: one in every 1 million is infected -initial_i <- 1e-6 -initial_conditions <- c( - S = 1 - initial_i, E = 0, I = initial_i, R = 0, V = 0 -) - -# build for all age groups -initial_conditions <- matrix( - rep(initial_conditions, dim(contact_matrix)[1]), - ncol = 5, byrow = TRUE -) -rownames(initial_conditions) <- rownames(contact_matrix) - -# prepare the population to model as affected by the epidemic -uk_population <- population( - name = "UK", - contact_matrix = contact_matrix, - demography_vector = demography_vector, - initial_conditions = initial_conditions -) -``` - -#### Effect of school closures on COVID-19 spread - -The first NPI we will consider is the effect of school closures on reducing the number of individuals infectious with COVID-19 through time. We assume that a school closure will reduce the frequency of contacts within and between different age groups. We assume that school closures will reduce the contacts between school aged children (aged 0-15) by 0.5, and will cause a small reduction (0.01) in the contacts between adults (aged 15 and over). - -To include an intervention in our model we must create an `intervention` object. The inputs are the name of the intervention (`name`), the type of intervention (`contacts` or `rate`), the start time (`time_begin`), the end time (`time_end`) and the reduction (`reduction`). The values of the reduction matrix are specified in the same order as the age groups in the contact matrix. - -```{r} -rownames(contact_matrix) -``` - -Therefore, we specify ` reduction = matrix(c(0.5, 0.01, 0.01))`. We assume that the school closures start on day 50 and are in place for a further 100 days. Therefore our intervention object is : - -```{r intervention} -close_schools <- intervention( - name = "School closure", - type = "contacts", - time_begin = 50, - time_end = 50 + 100, - reduction = matrix(c(0.5, 0.01, 0.01)) -) -``` - -::::::::::::::::::::::::::::::::::::: callout -### Effect of interventions on contacts - -In `epidemics`, the contact matrix is scaled down by proportions for the period in which the intervention is in place. To understand how the reduction is calculated within the model functions, consider a contact matrix for two age groups with equal number of contacts: - -```{r echo = FALSE} -reduction <- matrix(c(0.5, 0.1)) -contact_matrix_example <- matrix(c(1, 1, 1, 1), nrow = 2) -contact_matrix_example -``` - -If the reduction is 50% in group 1 and 10% in group 2, the contact matrix during the intervention will be: - -```{r echo = FALSE} -contact_matrix_example[1, ] <- contact_matrix_example[1, ] * (1 - reduction[1]) -contact_matrix_example[, 1] <- contact_matrix_example[, 1] * (1 - reduction[1]) -contact_matrix_example[2, ] <- contact_matrix_example[2, ] * (1 - reduction[2]) -contact_matrix_example[, 2] <- contact_matrix_example[, 2] * (1 - reduction[2]) -contact_matrix_example -``` - -The contacts within group 1 are reduced by 50% twice to accommodate for a 50% reduction in outgoing and incoming contacts ($1\times 0.5 \times 0.5 = 0.25$). Similarly, the contacts within group 2 are reduced by 10% twice. The contacts between group 1 and group 2 are reduced by 50% and then by 10% ($1 \times 0.5 \times 0.9= 0.45$). - -:::::::::::::::::::::::::::::::::::::::::::::::: - -Using transmissibility $= 2.7/5.5$ (remember that [transmissibility = $R_0$/ infectious period](../episodes/simulating-transmission.md#the-basic-reproduction-number-r_0)), infectiousness rate $1/= 4$ and the recovery rate $= 1/5.5$ we run the model with` intervention = list(contacts = close_schools)` as follows : - -```{r school} -output_school <- model_default_cpp( - population = uk_population, - transmissibility = 2.7 / 5.5, - infectiousness_rate = 1.0 / 4.0, - recovery_rate = 1.0 / 5.5, - intervention = list(contacts = close_schools), - time_end = 300, increment = 1.0 -) -``` - - -To be able to see the effect of our intervention, we also run the model where there is no intervention, combine the two outputs into one data frame and then plot the output. Here we plot the total number of infectious individuals in all age groups using `ggplot2::stat_summary()`: - -```{r baseline, echo = TRUE, fig.width = 10} -# run baseline simulation with no intervention -output_baseline <- model_default_cpp( - population = uk_population, - transmissibility = 2.7 / 5.5, - infectiousness_rate = 1.0 / 4.0, - recovery_rate = 1.0 / 5.5, - time_end = 300, increment = 1.0 -) - -# create intervention_type column for plotting -output_school$intervention_type <- "school closure" -output_baseline$intervention_type <- "baseline" -output <- rbind(output_school, output_baseline) - -ggplot(data = output[output$compartment == "infectious", ]) + - aes( - x = time, - y = value, - color = intervention_type, - linetype = intervention_type - ) + - stat_summary( - fun = "sum", - geom = "line", - linewidth = 1 - ) + - scale_y_continuous( - labels = scales::comma - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) + - geom_vline( - xintercept = c(close_schools$time_begin, close_schools$time_end), - colour = "black", - linetype = "dashed", - linewidth = 0.2 - ) + - annotate( - geom = "text", - label = "Schools closed", - colour = "black", - x = (close_schools$time_end - close_schools$time_begin) / 2 + - close_schools$time_begin, - y = 10, - angle = 0, - vjust = "outward" - ) -``` -We see that with the intervention in place, the infection still spreads through the population, though the peak number of infectious individuals is smaller than the baseline with no intervention in place (solid line). - - - -#### Effect of mask wearing on COVID-19 spread - -We can model the effect of other NPIs as reducing the value of relevant parameters. For example, we want to investigate the effect of mask wearing on the number of individuals infectious with COVID-19 through time. - -We expect that mask wearing will reduce an individual's infectiousness. As we are using a population based model, we cannot make changes to individual behaviour and so assume that the transmissibility $\beta$ is reduced by a proportion due to mask wearing in the population. We specify this proportion, $\theta$ as product of the proportion wearing masks multiplied by the proportion reduction in transmissibility (adapted from [Li et al. 2020](https://doi.org/10.1371/journal.pone.0237691)) - -We create an intervention object with `type = rate` and `reduction = 0.161`. Using parameters adapted from [Li et al. 2020](https://doi.org/10.1371/journal.pone.0237691) we have proportion wearing masks = coverage $\times$ availability = $0.54 \times 0.525 = 0.2835$, proportion reduction in transmissibility = $0.575$. Therefore, $\theta = 0.2835 \times 0.575 = 0.163$. We assume that the mask wearing mandate starts at day 40 and is in place for 200 days. - -```{r masks} -mask_mandate <- intervention( - name = "mask mandate", - type = "rate", - time_begin = 40, - time_end = 40 + 200, - reduction = 0.163 -) -``` - -To implement this intervention on the parameter $\beta$, we specify `intervention = list(beta = mask_mandate)`. - -```{r output_masks} -output_masks <- model_default_cpp( - population = uk_population, - transmissibility = 2.7 / 5.5, - infectiousness_rate = 1.0 / 4.0, - recovery_rate = 1.0 / 5.5, - intervention = list(transmissibility = mask_mandate), - time_end = 300, increment = 1.0 -) -``` - - -```{r plot_masks, echo = TRUE, message = FALSE, fig.width = 10} -# create intervention_type column for plotting -output_masks$intervention_type <- "mask mandate" -output_baseline$intervention_type <- "baseline" -output <- rbind(output_masks, output_baseline) - -ggplot(data = output[output$compartment == "infectious", ]) + - aes( - x = time, - y = value, - color = intervention_type, - linetype = intervention_type - ) + - stat_summary( - fun = "sum", - geom = "line", - linewidth = 1 - ) + - scale_y_continuous( - labels = scales::comma - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) + - geom_vline( - xintercept = c(mask_mandate$time_begin, mask_mandate$time_end), - colour = "black", - linetype = "dashed", - linewidth = 0.2 - ) + - annotate( - geom = "text", - label = "Mask mandate", - colour = "black", - x = (mask_mandate$time_end - mask_mandate$time_begin) / 2 + - mask_mandate$time_begin, - y = 10, - angle = 0, - vjust = "outward" - ) -``` - -::::::::::::::::::::::::::::::::::::: callout -### Intervention types - -There are two intervention types for `model_default_cpp()`. Rate interventions on model parameters (`transmissibillity` $\beta$, `infectiousness_rate` $\sigma$ and `recovery_rate` $\gamma$) and contact matrix reductions `contacts`. - -To implement both contact and rate interventions in the same simulation they must be passed as a list e.g. `intervention = list(transmissibility = mask_mandate, contacts = close_schools)`. But if there are multiple interventions that target contact rates, these must be passed as one `contacts` input. See the [vignette on modelling overlapping interventions](https://epiverse-trace.github.io/epidemics/articles/multiple_interventions.html) for more detail. - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -## Pharmaceutical interventions - -Pharmaceutical interventions (PIs) are measures such as vaccination and mass treatment programs. In the previous section, we assumed that interventions reduced the value of parameter values while the intervention was in place. In the case of vaccination, we assume that after the intervention individuals are no longer susceptible and should be classified into a different disease state. Therefore, we specify the rate at which individuals are vaccinated and track the number of vaccinated individuals through time. - -The diagram below shows the SEIRV model implemented using `model_default_cpp()` where susceptible individuals are vaccinated and then move to the $V$ class. - -```{r diagram_SEIRV, echo = FALSE, message = FALSE} -DiagrammeR::grViz("digraph { - - # graph statement - ################# - graph [layout = dot, - rankdir = LR, - overlap = true, - fontsize = 10] - - # nodes - ####### - node [shape = square, - fixedsize = true - width = 1.3] - - S - E - I - R - V - - # edges - ####### - S -> E [label = ' infection (β)'] - S -> V [label = ' vaccination (ν)'] - E -> I [label = ' onset of \ninfectiousness (α)'] - I -> R [label = ' recovery (γ)'] - -}") -``` - - - -The equations describing this model are as follows: - -$$ -\begin{aligned} -\frac{dS_i}{dt} & = - \beta S_i \sum_j C_{i,j} I_j -\nu_{t} S_i \\ -\frac{dE_i}{dt} &= \beta S_i\sum_j C_{i,j} I_j - \alpha E_i \\ -\frac{dI_i}{dt} &= \alpha E_i - \gamma I_i \\ -\frac{dR_i}{dt} &=\gamma I_i \\ -\frac{dV_i}{dt} & =\nu_{i,t} S_i\\ -\end{aligned} -$$ -Individuals are vaccinated at an age group ($i$) specific time dependent ($t$) vaccination rate ($\nu_{i,t}$). The SEIR components of these equations are described in the tutorial [simulating transmission](../episodes/simulating-transmission.md#simulating-disease-spread). - -To explore the effect of vaccination we need to create a vaccination object to pass as an input into `model_default_cpp()` that includes an age groups specific vaccination rate `nu` and age group specific start and end times of the vaccination program (`time_begin` and `time_end`). - -Here we will assume all age groups are vaccinated at the same rate 0.01 and that the vaccination program starts on day 40 and is in place for 150 days. - -```{r vaccinate} -# prepare a vaccination object -vaccinate <- vaccination( - name = "vaccinate all", - time_begin = matrix(40, nrow(contact_matrix)), - time_end = matrix(40 + 150, nrow(contact_matrix)), - nu = matrix(c(0.01, 0.01, 0.01)) -) -``` - -We pass our vaccination object using `vaccination = vaccinate`: - -```{r output_vaccinate} -output_vaccinate <- model_default_cpp( - population = uk_population, - transmissibility = 2.7 / 5.5, - infectiousness_rate = 1.0 / 4.0, - recovery_rate = 1.0 / 5.5, - vaccination = vaccinate, - time_end = 300, increment = 1.0 -) -``` - - -::::::::::::::::::::::::::::::::::::: challenge - -## Compare interventions - -Plot the three interventions vaccination, school closure and mask mandate and the baseline simulation on one plot. Which intervention reduces the peak number of infectious individuals the most? - - -:::::::::::::::::::::::: solution - -## Output - -```{r plot_vaccinate, echo = TRUE, message = FALSE, fig.width = 10} -# create intervention_type column for plotting -output_vaccinate$intervention_type <- "vaccination" -output <- rbind(output_school, output_masks, output_vaccinate, output_baseline) - -ggplot(data = output[output$compartment == "infectious", ]) + - aes( - x = time, - y = value, - color = intervention_type, - linetype = intervention_type - ) + - stat_summary( - fun = "sum", - geom = "line", - linewidth = 1 - ) + - scale_y_continuous( - labels = scales::comma - ) + - labs( - x = "Simulation time (days)", - y = "Individuals" - ) + - theme_bw( - base_size = 15 - ) -``` - -From the plot we see that the peak number of total number of infectious individuals when vaccination is in place is much lower compared to school closures and mask wearing interventions. - -::::::::::::::::::::::::::::::::: -:::::::::::::::::::::::::::::::::::::::::::::::: - - - - -## Summary - -Different types of intervention can be implemented using mathematical modelling. Modelling interventions requires assumptions of which model parameters are affected (e.g. contact matrices, transmissibility), by what magnitude and and what times in the simulation of an outbreak. - -The next step is to quantify the effect of an interventions. If you are interested in learning how to compare interventions, please complete the tutorial [Comparing public health outcomes of interventions](../episodes/compare-interventions.md). - -::::::::::::::::::::::::::::::::::::: keypoints - -- The effect of NPIs can be modelled as reducing contact rates between age groups or reducing the transmissibility of infection -- Vaccination can be modelled by assuming individuals move to a different disease state $V$ - -:::::::::::::::::::::::::::::::::::::::::::::::: diff --git a/episodes/quantify-transmissibility.Rmd b/episodes/quantify-transmissibility.Rmd deleted file mode 100644 index 1ecf1b9a..00000000 --- a/episodes/quantify-transmissibility.Rmd +++ /dev/null @@ -1,416 +0,0 @@ ---- -title: 'Quantifying transmission' -teaching: 30 -exercises: 0 ---- - -```{r setup, echo = FALSE, warning = FALSE, message = FALSE} -library(EpiNow2) -library(ggplot2) -withr::local_options(list(mc.cores = 4)) -``` - -:::::::::::::::::::::::::::::::::::::: questions - -- How can I estimate key transmission metrics from a time series of case data? -- How can I quantify geographical heterogeneity in these metrics? - - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: objectives - -- Learn how to estimate transmission metrics from a time series of case data using the R package `EpiNow2` - -:::::::::::::::::::::::::::::::::::::::::::::::: - -::::::::::::::::::::::::::::::::::::: prereq - -## Prerequisites - -Learners should familiarise themselves with following concept dependencies before working through this tutorial: - -**Statistics** : probability distributions, principle of Bayesian analysis. - -**Epidemic theory** : Effective reproduction number. - -::::::::::::::::::::::::::::::::: - - - -::::::::::::::::::::::::::::::::::::: callout -### Reminder: the Effective Reproduction Number, $R_t$ - -The [basic reproduction number](../learners/reference.md#basic), $R_0$, is the average number of cases caused by one infectious individual in a entirely susceptible population. - -But in an ongoing outbreak, the population does not remain entirely susceptible as those that recover from infection are typically immune. Moreover, there can be changes in behaviour or other factors that affect transmission. When we are interested in monitoring changes in transmission we are therefore more interested in the value of the **effective reproduction number**, $R_t$, the average number of cases caused by one infectious individual in the population at time $t$. - -:::::::::::::::::::::::::::::::::::::::::::::::: - - -## Introduction - -Quantifying transmission metrics at the start of an outbreak can give important information on the strength of transmission (reproduction number) and the speed of transmission ([growth rate](../learners/reference.md#growth), doubling/halving time). To estimate these key metrics using case data we must account for delays between the date of infections and date of reported cases. In an outbreak situation, data are usually available on reported dates only, therefore we must use estimation methods to account for these delays when trying to understand changes in transmission over time. - -In the next tutorials we will focus on how to implement the functions in `{EpiNow2}` to estimate transmission metrics of case data. We will not cover the theoretical background of the models or inference framework, for details on these concepts see the [vignette](https://epiforecasts.io/EpiNow2/dev/articles/estimate_infections.html). -For more details on the distinction between speed and strength of transmission and implications for control, see [Dushoff & Park, 2021](https://royalsocietypublishing.org/doi/full/10.1098/rspb.2020.1556). - - -::::::::::::::::::::::::::::::::::::: callout -### Bayesian inference - -The R package `EpiNow2` uses a [Bayesian inference](../learners/reference.md#bayesian) framework to estimate reproduction numbers and infection times based on reporting dates. - -In Bayesian inference, we use prior knowledge (prior distributions) with data (in a likelihood function) to find the posterior probability. - -

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