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>.
Version: 0.2.7 Depends: glmnet (≥ 2.0-13), mgcv, ggplot2, plotly Imports: survival, methods, kernlab, foreach, xgboost Suggests: knitr, rmarkdown, testthat, nnet Published: 2022-06-27 DOI: 10.32614/CRAN.package.personalized Author: Jared Huling [aut, cre], Aaron Potvien [ctb], Alexandros Karatzoglou [cph], Alex Smola [cph] Maintainer: Jared Huling <jaredhuling at gmail.com> BugReports: https://github.com/jaredhuling/personalized/issues License: GPL-2 URL: https://jaredhuling.org/personalized/, https://arxiv.org/abs/1809.07905 NeedsCompilation: no Citation: personalized citation info Materials: README NEWS In views: CausalInference CRAN checks: personalized resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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