Bayesian causal mediation analysis with multiple ordered mediators

DOI10.1177/1471082X18798067OpenAlexW2895935355WikidataQ104460329 ScholiaQ104460329MaRDI QIDQ5142263

Jeffrey M. Albert, Tianming Gao

Publication date: 30 December 2020

Published in: Statistical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/1471082x18798067

zbMATH Keywords

sensitivity analysisBayesiancausally orderedmultiple mediators

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Conceptual issues concerning mediation, interventions and composition
• Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
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• Mediation Analysis with Multiple Mediators
• Generalized Causal Mediation Analysis
• Causal mediation analysis with multiple mediators
• The Calculation of Posterior Distributions by Data Augmentation
• A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

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