Sharp sensitivity bounds for mediation under unmeasured mediator-outcome confounding

DOI10.1093/BIOMET/ASW012zbMath1499.62160arXiv1601.05155OpenAlexW2333197760WikidataQ36959738 ScholiaQ36959738MaRDI QIDQ5384386

Tyler J. Vanderweele, Peng Ding

Publication date: 24 June 2019

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1601.05155

zbMATH Keywords

causal inferencecollidernatural indirect effectnatural direct effectbounding factor

Mathematics Subject Classification ID

Nonparametric inference (62G99)

Related Items (4)

The directions of selection bias ⋮ Semiparametric Causal Mediation Analysis with Unmeasured Mediator-Outcome Confounding ⋮ Bayesian data fusion: Probabilistic sensitivity analysis for unmeasured confounding using informative priors based on secondary data ⋮ Maximum likelihood analysis of linear mediation models with treatment-mediator interaction

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