yqzhong7/AIPW: Augmented Inverse Probability Weighting

The 'AIPW' package implements the augmented inverse probability weighting, a doubly robust estimator, for average causal effect estimation with user-defined stacked machine learning algorithms. To cite the 'AIPW' package, please use: "Yongqi Zhong, Edward H. Kennedy, Lisa M. Bodnar, Ashley I. Naimi (2021). AIPW: An R Package for Augmented Inverse Probability Weighted Estimation of Average Causal Effects. American Journal of Epidemiology. <doi:10.1093/aje/kwab207>". Visit: <https://yqzhong7.github.io/AIPW/> for more information.

Getting started

Package details

MaintainerYongqi Zhong <yq.zhong7@gmail.com>
LicenseGPL-3
Version0.6.9.2
URL https://github.com/yqzhong7/AIPW
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("yqzhong7/AIPW")
yqzhong7/AIPW documentation built on June 2, 2025, 11:43 a.m.