Defining And Estimating Principal Stratum Specific Natural Mediation Effects With Semi-competing Risks Data

DOI10.5705/SS.202021.0167arXiv2010.00061WikidataQ114013789 ScholiaQ114013789MaRDI QIDQ6069486

Fei Gao, Fan Xia, Kwun Chuen Gary Chan

Publication date: 14 November 2023

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2010.00061

zbMATH Keywords

survival analysisproportional hazards modelmissing dataprincipal stratificationillness-death model

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Identification, inference and sensitivity analysis for causal mediation effects
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• Nonparametric estimation of successive duration times under dependent censoring
• Nonparametric estimation of the gap time distribution for serial events with censored data
• Maximum Likelihood Estimation in Semiparametric Regression Models with Censored Data
• Residual‐based model diagnosis methods for mixture cure models
• Semiparametric Transformation Models for Causal Inference in Time-to-Event Studies with All-or-Nothing Compliance
• Causal mediation of semicompeting risks

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