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DESCRIPTION
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DESCRIPTION
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Package: personalized
Type: Package
Title: Estimation and Validation Methods for Subgroup Identification and
Personalized Medicine
Version: 0.2.8
Authors@R: c(
person("Jared", "Huling", role = c("aut", "cre"), email = "jaredhuling@gmail.com",
comment = c(ORCID = "0000-0003-0670-4845")),
person("Aaron", "Potvien", role = "ctb"),
person("Alexandros", "Karatzoglou", role = "cph"),
person("Alex", "Smola", role = "cph")
)
Description: Provides functions for fitting and validation of models for subgroup
identification and personalized medicine / precision medicine under the general subgroup
identification framework of Chen et al. (2017) <doi:10.1111/biom.12676>.
This package is intended for use for both randomized controlled trials and
observational studies and is described in detail in Huling and Yu (2021)
<doi:10.18637/jss.v098.i05>.
URL: https://jaredhuling.org/personalized/,
https://arxiv.org/abs/1809.07905
BugReports: https://github.com/jaredhuling/personalized/issues
License: GPL-2
Encoding: UTF-8
LazyData: true
Suggests:
knitr,
rmarkdown,
testthat,
nnet
Imports:
survival,
methods,
kernlab,
foreach,
xgboost
Depends:
glmnet (>= 2.0-13),
mgcv,
ggplot2,
plotly
RoxygenNote: 7.2.0
VignetteBuilder: knitr