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 (>= 3.1.2.1),
        data.table (>= 1.9.6)
Depends: glmnet (>= 2.0-13), mgcv, ggplot2, plotly
RoxygenNote: 7.3.3
VignetteBuilder: knitr
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://jaredhuling.r-universe.dev
Date/Publication: 2026-01-08 16:40:59 UTC
RemoteUrl: https://github.com/jaredhuling/personalized
RemoteRef: HEAD
RemoteSha: da31260c36bc6df72a5f13675dd9b04c4c018839
NeedsCompilation: no
Packaged: 2026-06-10 10:50:56 UTC; root
Author: Jared Huling [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-0670-4845>),
  Aaron Potvien [ctb],
  Alexandros Karatzoglou [cph],
  Alex Smola [cph]
Maintainer: Jared Huling <jaredhuling@gmail.com>