Robust inference for causal mediation analysis of recurrent event data

DOI10.1002/sim.10118zbMATH Open1546.62154MaRDI QIDQ6615964

Unnamed Author, Yan-Hong Chen, An-Shun Tai, Pei-Fang Su, Unnamed Author

Publication date: 8 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

recurrent eventscausal inferencerobust inferenceinverse probability weightingmediation analysistriply robust estimation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Unnamed Item
• Conceptual issues concerning mediation, interventions and composition
• Cox's regression model for counting processes: A large sample study
• Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
• The additive nonparametric and semiparametric Aalen model as the rate function for a counting process
• The statistical analysis of recurrent events.
• Causal inference for recurrent events data with all-or-none compliance
• Semiparametric Regression for the Mean and Rate Functions of Recurrent Events
• Some Simple Robust Methods for the Analysis of Recurrent Events
• Causal inference with recurrent and competing events
• Doubly robust estimation and causal inference for recurrent event data
• Semiparametric recurrent event vs time-to-first-event analyses in randomized trials: estimands and model misspecification
• On causal mediation analysis with a survival outcome

This page was built for publication: Robust inference for causal mediation analysis of recurrent event data