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DESCRIPTION
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Package: sail
Title: Sparse Additive Interaction Learning
Version: 0.1.0
Authors@R: c(
person("Sahir", "Bhatnagar", email = "[email protected]",
role = c("aut", "cre"), comment = "http://sahirbhatnagar.com/"),
person("Yi", "Yang", email = "[email protected]",
role = c("aut"), comment = "http://www.math.mcgill.ca/yyang/"),
person("Celia", "Greenwood", email = "[email protected]",
role = c("aut"), comment = "https://www.mcgill.ca/statisticalgenetics/")
)
Description: Sparse additive interaction learning with the strong heredity property, i.e.,
an interaction is selected only if its corresponding main effects are also included.
Fits a linear model with non-linear interactions via penalized maximum likelihood.
Interactions are limited to a single exposure or environment variable. For more information,
see the website below and the accompanying paper: Bhatnagar et al., "A sparse additive model for
high-dimensional interactions with an exposure variable", 2019, <DOI:10.1101/445304>.
Depends: R (>= 3.4.0)
Imports:
glmnet,
gglasso,
methods
Suggests:
grpreg,
truncnorm,
foreach,
doParallel,
testthat,
covr,
vdiffr,
knitr,
rmarkdown
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
BugReports: https://github.com/sahirbhatnagar/sail/issues
URL: https://sahirbhatnagar.com/sail
RoxygenNote: 6.1.1
VignetteBuilder: knitr