personalized: Estimation and Validation Methods for Subgroup Identification and Personalized Medicine

Provides functions for fitting and validation of subgroup identification and personalized medicine models 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.

Version: 0.1.3
Depends: glmnet (≥ 2.0-13), mgcv, gbm, ggplot2, plotly
Imports: survival, methods, kernlab, foreach
Suggests: knitr, rmarkdown, testthat
Published: 2018-01-30
Author: Jared Huling [aut, cre], Aaron Potvien [ctb]
Maintainer: Jared Huling <jaredhuling at>
License: GPL-2
NeedsCompilation: no
Materials: README
CRAN checks: personalized results


Reference manual: personalized.pdf
Vignettes: Usage of the Personalized Package
Package source: personalized_0.1.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X El Capitan binaries: r-release: personalized_0.1.3.tgz
OS X Mavericks binaries: r-oldrel: personalized_0.1.2.tgz
Old sources: personalized archive


Please use the canonical form to link to this page.