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Mediation and interaction analysis Introduction and ...

Mediation and interaction analysisIntroduction and overview of Stata commandsAndrea BellaviaUtrecht Exposome Hub, Utrecht UniversityDepartments of Environmental Health, Harvard Chan School of Public Stata Biostatistics and Epidemiology Virtual Symposium@andreabellaviaMediation analysisFebruary 18, 20211 / 22 Outline1. Principles of Mediation and pathway analysis2. Overview of current approaches and STATA Classical (Baron & Kenny) Structural Equation Modeling Counterfactual approach to Mediation General approach (Imai)3. Extensions and current gaps4. Themed4waycommand (Rino Bellocco)@andreabellaviaMediation analysisFebruary 18, 20212 / 221.

Mediation and pathway analysis address thehowquestion. Interaction analysis addressed thefor whomquestion @andreabellavia Mediation analysis February 18, 2021 3 / 22. Mediation analysis - formal de nition A mediator is a covariate thatmediatesthe association between X and Y. X Y M

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