Package: StratifiedMedicine
Type: Package
Title: Stratified Medicine
Version: 0.2.3
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, for example the individual treatment effect), 
    (3) subgroup identification models (find subsets of patients with similar treatment effects), 
    and (4) parameter estimation and inference (for the overall population and discovered subgroups).
    These tools can directly feed into stratified medicine algorithms including PRISM 
    (patient response identifiers for stratified medicine; Jemielita and Mehrotra (2019) 
    <arXiv:1912.03337>. PRISM is a flexible and general framework which accepts 
    user-created models/functions. This package is in beta and will be continually updated.
License: GPL-3
Encoding: UTF-8
LazyData: true4
Depends: R (>= 3.4),
Imports: dplyr, partykit, ranger, survival, glmnet, ggplot2, ggparty,
        mvtnorm
RoxygenNote: 6.1.1
URL: https://github.com/thomasjemielita/StratifiedMedicine
Suggests: knitr, rmarkdown, MASS, BART, randomForestSRC, grf, survRM2,
        TH.data, coin, rpart, testthat (>= 2.1.0)
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-04-19 23:21:15 UTC; thoma
Repository: CRAN
Date/Publication: 2020-04-22 12:02:09 UTC
