On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding

DOI10.1093/BIOMET/ASZ063zbMath1435.62397arXiv1710.02011OpenAlexW2991036333WikidataQ104734945 ScholiaQ104734945MaRDI QIDQ5222226

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Publication date: 1 April 2020

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1710.02011

zbMATH Keywords

mediationmachine learningcausal inferenceHIV/AIDSunobserved confoundingmultiple robustness

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10) Learning and adaptive systems in artificial intelligence (68T05)

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