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:
Kara Rudolph kr2854@cumc.columbia.edu (ORCID) [copyright holder]
See Also
Useful links:
Report bugs at https://github.com/nt-williams/transportr/issues
[Package transportr version 0.1.0 Index]