Causal Mediation for Survival Data: A Unifying Approach via GLM

DOI10.15446/RCE.V45N1.94553OpenAlexW4312536185MaRDI QIDQ5877584

Leila D. Amorim, Marcelo M. Taddeo

Publication date: 14 February 2023

Published in: Revista Colombiana de Estadística (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15446/rce.v45n1.94553

zbMATH Keywords

mediationsurvival analysisgeneralized linear modelscausal inference

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• invGauss

Cites Work

• Unnamed Item
• Conceptual issues concerning mediation, interventions and composition
• Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
• Survival and event history analysis. A process point of view
• Defining causal mediation with a longitudinal mediator and a survival outcome
• Generalized Causal Mediation Analysis
• Time‐dependent mediators in survival analysis: Modeling direct and indirect effects with the additive hazards model
• Causal mediation analysis with multiple mediators
• On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding

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