A novel causal mediation analysis approach for zero-inflated mediators

DOI10.1002/sim.9689zbMATH Open1545.62368MaRDI QIDQ6625746

Seonjoo Lee, A. James O'Malley, Zhigang Li, Yaakov Stern, Meilin Jiang

Publication date: 28 October 2024

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

zbMATH Keywords

mediationcausal inferencezero-inflated negative binomialzero-inflated log-normalzero-inflated mediator

Mathematics Subject Classification ID

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

Cites Work

• Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
• On Stieltjes integration in Euclidean space
• Mediation Analysis with Multiple Mediators
• Direct Calculation of the Information Matrix via the EM Algorithm
• Causal Mediation Analysis in the Multilevel Intervention and Multicomponent Mediator Case
• Mediation analysis for count and zero-inflated count data without sequential ignorability and its application in dental studies

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