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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

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