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 |