Transcription of Mediation and interaction analysis Introduction ... - Stata
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Mediation and interaction analysis Introduction ... - Stata
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. Principles of Mediation and pathway analysisMediation and pathway analysis attempts to elucidate the mechanismsunderlaying an observedX is the association generated?Does the association only exist for specific subgroups? Mediation and pathway analysis address the how question.
Emsley R, Liu H. PARAMED: Stata module to perform causal mediation analysis using parametric regression models. Hicks R, Tingley D. Causal mediation analysis. The Stata Journal. 2011 Imai K, et al. A general approach to causal mediation analysis. Psyc. methods. 2010 Valente MJ, et al. Causal Mediation Programs in R, M plus, SAS, SPSS, and Stata.
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