StratifiedMedicine (0.1.3)

0 users

Stratified Medicine.

https://github.com/thomasjemielita/StratifiedMedicine
http://cran.r-project.org/web/packages/StratifiedMedicine

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.

Maintainer: Thomas Jemielita
Author(s): Thomas Jemielita [aut, cre]

License: GPL-3

Uses: dplyr, ggplot2, glmnet, mvtnorm, partykit, ranger, survival, coin, rpart, zoo, MASS, knitr, TH.data, rmarkdown, survRM2, BART, grf

Released 16 days ago.


3 previous versions

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of StratifiedMedicine yet. Want to be the first? Write one now.


Related packages:(20 best matches, based on common tags.)


Search for StratifiedMedicine on google, google scholar, r-help, r-devel.

Visit StratifiedMedicine on R Graphical Manual.