StratifiedMedicine: Stratified Medicine

A toolkit for stratified medicine, subgroup identification, and precision medicine. Current tools include (1) filtering models (reduce covariate space), (2) patient-level estimate models (counterfactual patient-level quantities, for example the individual treatment effect), (3) subgroup identification models (find subsets of patients with similar treatment effects), and (4) parameter estimation and inference (for the overall population and discovered subgroups). These tools can directly feed into stratified medicine algorithms including PRISM (patient response identifiers for stratified medicine; Jemielita and Mehrotra 2019 (in progress)). PRISM is a flexible and general framework which accepts user-created models/functions. This package is in beta and will be continually updated.

Package details

AuthorThomas Jemielita [aut, cre]
MaintainerThomas Jemielita <[email protected]>
LicenseGPL-3
Version0.2.0
URL https://github.com/thomasjemielita/StratifiedMedicine
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("StratifiedMedicine")

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StratifiedMedicine documentation built on Oct. 30, 2019, 12:10 p.m.