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differences for PR #11
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actions-user committed Mar 28, 2024
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82 changes: 0 additions & 82 deletions config.yaml

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37 changes: 13 additions & 24 deletions create-forecast.md
Original file line number Diff line number Diff line change
Expand Up @@ -61,10 +61,10 @@ estimates <- epinow(
```

```{.output}
WARN [2024-03-25 20:01:41] epinow: There were 1 divergent transitions after warmup. See
WARN [2024-03-28 21:06:56] epinow: There were 1 divergent transitions after warmup. See
https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
to find out why this is a problem and how to eliminate them. -
WARN [2024-03-25 20:01:41] epinow: Examine the pairs() plot to diagnose sampling problems
WARN [2024-03-28 21:06:56] epinow: Examine the pairs() plot to diagnose sampling problems
-
```

Expand Down Expand Up @@ -131,28 +131,17 @@ estimates <- epinow(
rt = rt_opts(prior = list(mean = rt_log_mean, sd = rt_log_sd)),
obs = obs_opts(scale = obs_scale)
)
```

```{.output}
WARN [2024-03-25 20:08:12] epinow: There were 4 divergent transitions after warmup. See
https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
to find out why this is a problem and how to eliminate them. -
WARN [2024-03-25 20:08:12] epinow: Examine the pairs() plot to diagnose sampling problems
-
```

```r
summary(estimates)
```

```{.output}
measure estimate
<char> <char>
1: New confirmed cases by infection date 17836 (10068 -- 30847)
1: New confirmed cases by infection date 18064 (10003 -- 30881)
2: Expected change in daily cases Likely decreasing
3: Effective reproduction no. 0.88 (0.56 -- 1.3)
4: Rate of growth -0.016 (-0.065 -- 0.037)
5: Doubling/halving time (days) -43 (19 -- -11)
3: Effective reproduction no. 0.89 (0.56 -- 1.3)
4: Rate of growth -0.014 (-0.066 -- 0.035)
5: Doubling/halving time (days) -48 (20 -- -11)
```


Expand Down Expand Up @@ -339,10 +328,10 @@ ebola_estimates <- epinow(
```

```{.output}
WARN [2024-03-25 20:10:14] epinow: There were 17 divergent transitions after warmup. See
WARN [2024-03-28 21:16:07] epinow: There were 19 divergent transitions after warmup. See
https://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
to find out why this is a problem and how to eliminate them. -
WARN [2024-03-25 20:10:14] epinow: Examine the pairs() plot to diagnose sampling problems
WARN [2024-03-28 21:16:07] epinow: Examine the pairs() plot to diagnose sampling problems
-
```

Expand All @@ -353,14 +342,14 @@ summary(ebola_estimates)
```{.output}
measure estimate
<char> <char>
1: New confirmed cases by infection date 103 (46 -- 258)
1: New confirmed cases by infection date 101 (46 -- 262)
2: Expected change in daily cases Increasing
3: Effective reproduction no. 1.7 (1 -- 2.9)
4: Rate of growth 0.043 (0.0024 -- 0.092)
5: Doubling/halving time (days) 16 (7.6 -- 290)
3: Effective reproduction no. 1.7 (1 -- 3)
4: Rate of growth 0.042 (0.0026 -- 0.093)
5: Doubling/halving time (days) 17 (7.5 -- 260)
```

The effective reproduction number $R_t$ estimate (on the last date of the data) is 1.7 (1 -- 2.9). The exponential growth rate of case numbers is 0.043 (0.0024 -- 0.092).
The effective reproduction number $R_t$ estimate (on the last date of the data) is 1.7 (1 -- 3). The exponential growth rate of case numbers is 0.042 (0.0026 -- 0.093).

Visualize the estimates:

Expand Down
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25 changes: 12 additions & 13 deletions md5sum.txt
Original file line number Diff line number Diff line change
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