Mediation analysis of time-to-event endpoints accounting for repeatedly measured mediators subject to time-varying confounding

DOI10.1002/sim.8336zbMATH Open1546.62767MaRDI QIDQ6628743

Sjouke Vandenberghe, Stijn Vansteelandt, Martin Linder, Johan Steen, Jesper Madsen

Publication date: 29 October 2024

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

zbMATH Keywords

mediationlongitudinal datag-formulatime-dependent confoundingpath-specific effect

Mathematics Subject Classification ID

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

Cites Work

• Title not available (Why is that?)
• Causal inference with a graphical hierarchy of interventions
• Dynamic path analysis -- a new approach to analyzing time-dependent covariates
• Mediation Analysis with Multiple Mediators
• Mediation Analysis with time Varying Exposures and Mediators

Related Items (4)

Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation ⋮ Exploring causal mechanisms and quantifying direct and indirect effects using a joint modeling approach for recurrent and terminal events ⋮ Modeling the underlying biological processes in Alzheimer's disease using a multivariate competing risk joint model ⋮ Dynamic path analysis for exploring treatment effect mediation processes in clinical trials with time-to-event endpoints

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