Package: StratifiedMedicine
Type: Package
Title: Stratified Medicine
Version: 1.0.5
Author: Thomas Jemielita [aut, cre]
Maintainer: Thomas Jemielita <thomasjemielita@gmail.com>
Description: A toolkit for stratified medicine, subgroup
        identification, and precision medicine. Current tools include
        (1) filtering models (reduce covariate space), (2)
        patient-level estimate models (counterfactual patient-level
        quantities, such as the conditional average treatment effect),
        (3) subgroup identification models (find subsets of patients
        with similar treatment effects), and (4) treatment effect
        estimation and inference (for the overall population and
        discovered subgroups). These tools can be customized and are
        directly used in PRISM (patient response identifiers for
        stratified medicine; Jemielita and Mehrotra 2019
        <arXiv:1912.03337>. This package is in beta and will be
        continually updated.
License: GPL-3
Encoding: UTF-8
Depends: R (>= 3.6),
Imports: dplyr, partykit, ranger, survival, glmnet, ggplot2, ggparty,
        mvtnorm, coin
RoxygenNote: 7.1.1
URL: https://github.com/thomasjemielita/StratifiedMedicine
Suggests: knitr, rmarkdown, MASS, BART, pROC, survRM2, TH.data,
        sandwich, rpart, testthat (>= 2.1.0)
VignetteBuilder: knitr
Repository: https://thomasjemielita.r-universe.dev
Date/Publication: 2022-04-03 18:44:19 UTC
RemoteUrl: https://github.com/thomasjemielita/stratifiedmedicine
RemoteRef: HEAD
RemoteSha: d2e4cfd709f22d692404f69f6b90591d2b273c4c
NeedsCompilation: no
Packaged: 2026-10-13 13:43:02 UTC; root