Causal Mediation Analysis for Stochastic Interventions

DOI10.1111/RSSB.12362OpenAlexW3098175047MaRDI QIDQ5087151

Nima S. Hejazi, Iván Díaz

Publication date: 8 July 2022

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/1901.02776

zbMATH Keywords

efficient estimationstochastic interventionscontinuous exposurescross-world independenceintermediate confoundersnon-parametric mediation analysis

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (4)

Fairness-Oriented Learning for Optimal Individualized Treatment Rules ⋮ Causal survival analysis under competing risks using longitudinal modified treatment policies ⋮ Efficient nonparametric inference on the effects of stochastic interventions under two‐phase sampling, with applications to vaccine efficacy trials ⋮ Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies

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