Nonparametric efficient causal mediation with intermediate confounders

DOI10.1093/BIOMET/ASAA085OpenAlexW2996455954MaRDI QIDQ5022650

Iván Díaz, Nima S. Hejazi, Kara E. Rudolph

Publication date: 19 January 2022

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1912.09936

zbMATH Keywords

mediation analysisnonparametric efficiencyintermediate confoundertargeted minimum loss-based estimator

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown ⋮ Identification, Semiparametric Efficiency, and Quadruply Robust Estimation in Mediation Analysis with Treatment-Induced Confounding ⋮ Causal survival analysis under competing risks using longitudinal modified treatment policies

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