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 and is described in detail in Huling and Yu (2021) <doi:10.18637/jss.v098.i05>.

Package details

AuthorJared Huling [aut, cre] (<https://orcid.org/0000-0003-0670-4845>), Aaron Potvien [ctb], Alexandros Karatzoglou [cph], Alex Smola [cph]
MaintainerJared Huling <jaredhuling@gmail.com>
LicenseGPL-2
Version0.2.7
URL https://jaredhuling.org/personalized/ https://arxiv.org/abs/1809.07905
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("personalized")

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personalized documentation built on June 28, 2022, 1:06 a.m.