WaverlyWei/debiased.subgroup: Sharp Inference on Selected Subgroup in Observational Studies

This package implements bootstrap-assisted desparsified Lasso and bootstrap-assisted R-split estimators on selected subgroup's treatment effect estimation. The implemented estimators remove the subgroup selection bias and the regularization bias induced by high-dimensional covariates.

Getting started

Package details

AuthorWaverly(Linqing) Wei <linqing_wei@berkeley.edu> and Jingshen Wang <jingshenwang@berkeley.edu>
Maintainer
LicenseGPL-2
Version0.0.0.9000
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("WaverlyWei/debiased.subgroup")
WaverlyWei/debiased.subgroup documentation built on Jan. 27, 2021, 12:15 a.m.