Estimation and Validation Methods for Subgroup Identification and Personalized Medicine

Provides functions for fitting and validation of subgroup identification and personalized medicine models under the general subgroup identification framework of Chen et al. (2017) . This package is intended for use for both randomized controlled trials and observational studies.


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install.packages("personalized")

0.0.2 by Jared Huling, 3 months ago


https://jaredhuling.github.io/personalized/


Report a bug at https://github.com/jaredhuling/personalized/issues


Browse source code at https://github.com/cran/personalized


Authors: Jared Huling [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports survival

Depends on glmnet, mgcv, gbm, ggplot2

Suggests knitr, rmarkdown


See at CRAN