Causal mediation analysis on failure time outcome without sequential ignorability

DOI10.1007/s10985-016-9377-9zbMath1468.62423OpenAlexW2487006630WikidataQ39553651 ScholiaQ39553651MaRDI QIDQ1641900

Cheng Zheng, Xiao-Hua Andrew Zhou

Publication date: 20 June 2018

Published in: Lifetime Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10985-016-9377-9

zbMATH Keywords

generalized estimating equationcausal inferenceadditive hazard modelinverse censoring probability weighting

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02)

Related Items (1)

Quantifying direct and indirect effect for longitudinal mediator and survival outcome using joint modeling approach

Cites Work

• Identification, inference and sensitivity analysis for causal mediation effects
• Robust Prediction of t-Year Survival with Data from Multiple Studies
• Estimation of Direct Effects for Survival Data by using the Aalen Additive Hazards Model
• On protected estimation of an odds ratio model with missing binary exposure and confounders
• Instrumental variable additive hazards models
• Semiparametric analysis of the additive risk model
• Causal Mediation Analysis in the Multilevel Intervention and Multicomponent Mediator Case
• Causal Mediation Analyses with Rank Preserving Models

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