Doubly robust estimation and causal inference for recurrent event data

DOI10.1002/sim.8541zbMATH Open1546.62718MaRDI QIDQ6627428

Russell J. Steele, Chien-Lin Su, Ian Shrier

Publication date: 29 October 2024

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

zbMATH Keywords

Nelson-Aalen estimatorrecurrent eventsconfounderaverage causal effectmultiplicative rate model

Mathematics Subject Classification ID

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

Cites Work

• Additive-multiplicative rates model for recurrent events
• Estimating treatment effects on the marginal recurrent event mean in the presence of a terminating event
• A semiparametric additive rates model for recurrent event data
• The effect of omitted covariates in marginal and partially conditional recurrent event analyses
• The statistical analysis of recurrent events.
• A semiparametric additive rate model for recurrent events with an informative terminal event
• Causal inference for recurrent events data with all-or-none compliance
• Evolution of Recurrent Asthma Event Rate Over Time in Frailty Models
• The central role of the propensity score in observational studies for causal effects
• An Analysis of Comparative Carcinogenesis Experiments Based on Multiple Times to Tumor
• Analyzing Recurrent Event Data With Informative Censoring
• Semiparametric Regression for the Mean and Rate Functions of Recurrent Events
• Causal Inference for Statistics, Social, and Biomedical Sciences

Related Items (2)

Robust inference for causal mediation analysis of recurrent event data ⋮ Causal inference for recurrent events via aggregated marginal odds ratio

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