personalized swMATH ID: 29263 Software Authors: Jared Huling, Aaron Potvien, Alexandros Karatzoglou, Alex Smola Description: R package personalized: Estimation and Validation Methods for Subgroup Identification and Personalized Medicine. 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. Homepage: https://cran.r-project.org/web/packages/personalized/index.html Source Code: https://github.com/cran/personalized Dependencies: R Keywords: Journal of Statistical Software; R; R package; subgroup identification; heterogeneity of treatment effect; interaction modeling; inverse weighting; individualized treatment rules; precision medicine Related Software: R; ggplot2; SIDES; SubgrpID; FindIt; quint; EffectTreat; BayesTree; model4you; DynTxRegime; Kernlab; gbm; mgcv; survival; glmnet; DevTreatRules; grf; glasso Cited in: 1 Publication Standard Articles 1 Publication describing the Software Year Cited by 3 Authors 1 Chen, Guanhua 1 Huling, Jared D. 1 Smith, Maureen A. Cited in 1 Serial 1 Journal of the American Statistical Association Cited in 2 Fields 1 Statistics (62-XX) 1 Computer science (68-XX) Citations by Year