kwonsang/denovo: A data-driven search for de novo discovery of heterogeneous subgroups

An approach to de novo discovery of effect modification followed by confirmatory hypothesis testing. Based on sample splitting method, the first training sample is used for finding a potential effect modification structure, and the second test sample is used for confirming evidence of effect modification. Furthermore, a sensitivitiy analysis is conducted by using the test sample to investigate of the effect due to unmeasured confounders on the conclusion under no unmeasured confounder assumption.

Getting started

Package details

AuthorKwonsang Lee
MaintainerKwonsang Lee <[email protected]>
LicenseGPL-2
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("kwonsang/denovo")
kwonsang/denovo documentation built on May 15, 2018, 1:07 p.m.