Robust Inference on Population Indirect Causal Effects: The Generalized Front Door Criterion

DOI10.1111/rssb.12345zbMath1440.62175arXiv1711.03611OpenAlexW2986597729WikidataQ126816109 ScholiaQ126816109MaRDI QIDQ5117629

Stella Marealle, Isabel R. Fulcher, Ilya Shpitser, Eric J. Tchetgen Tchetgen

Publication date: 26 August 2020

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1711.03611

zbMATH Keywords

double robustnessindirect effectsmediation analysisfront door criterionpopulation intervention effect

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

Related Items (3)

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process ⋮ Multilevel mediation analysis with structured unmeasured mediator-outcome confounding ⋮ Separators and adjustment sets in causal graphs: complete criteria and an algorithmic framework

This page was built for publication: Robust Inference on Population Indirect Causal Effects: The Generalized Front Door Criterion