transportr-package {transportr}R Documentation

transportr: Transporting Intervention Effects from One Population to Another

Description

Doubly-robust, non-parametric estimators for the transported average treatment effect from Rudolph, Williams, Stuart, and Diaz (2023) doi:10.48550/arXiv.2304.00117 and the intent-to-treatment average treatment effect from Rudolph and van der Laan (2017) doi:10.1111/rssb.12213. Estimators are fit using cross-fitting and nuisance parameters are estimated using the Super Learner algorithm.

Author(s)

Maintainer: Nicholas Williams ntwilliams.personal@gmail.com (ORCID) [copyright holder]

Authors:

See Also

Useful links:


[Package transportr version 0.1.0 Index]