Some Doubly and Multiply Robust Estimators of Controlled Direct Effects
Methodology
2020-11-20 v1
Abstract
This letter introduces several doubly, triply, and quadruply robust estimators of the controlled direct effect. Among them, the triply and quadruply robust estimators are locally semiparametric efficient, and well suited to the use of data-adaptive methods for estimating their nuisance functions.
Keywords
Cite
@article{arxiv.2011.09569,
title = {Some Doubly and Multiply Robust Estimators of Controlled Direct Effects},
author = {Xiang Zhou},
journal= {arXiv preprint arXiv:2011.09569},
year = {2020}
}