Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation

DOI10.1007/S10260-023-00739-5MaRDI QIDQ6580635

Chiara Di Maria, Antonino Abbruzzo, Gianfranco Lovison

Publication date: 29 July 2024

Published in: Statistical Methods and Applications (Search for Journal in Brave)

zbMATH Keywords

Bayesian statisticsmixed modelscausal inferencelongitudinal mediation analysis

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
• Estimation in nonlinear mixed-effects models using heavy-tailed distributions
• Bayesian Inference for the Causal Effect of Mediation
• Bayesian causal mediation analysis with multiple ordered mediators
• What can Statistics Contribute to a Causal Understanding?
• Mediation Analysis with time Varying Exposures and Mediators
• Causal Inference Using Potential Outcomes
• The Probability Function of the Product of Two Normally Distributed Variables
• On the frequency function of \(xy\).
• Structural multilevel models for longitudinal mediation analysis: a definition variable approach
• A Bayesian regularized mediation analysis with multiple exposures
• Continuous-time causal mediation analysis
• Mediation analysis of time-to-event endpoints accounting for repeatedly measured mediators subject to time-varying confounding

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