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 results[issues need fixing before 2026-01-16] |