This method provides us with pretty much the same mediation analysis details as the first method we discussed earlier but required much less effort on our behalf. Let’s have a look at the mediation analysis results and learn which parameters are most relevant for interpretation of mediation resul...
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. 来自 Semantic Scholar 喜欢 0 阅读量: 791 作者:L Valeri,TJ Vanderweele 摘要: Mediation analysis is a useful and widely employed approach to studies...
To ensure a causal interpretation of the effect estimates in the mediation model, we recommend that researchers use causal mediation analysis and assess the plausibility of the causal assumptions. The uptake of causal mediation analysis can be enhanced through tutorial papers that demonstrate the applica...
Mediation analysis allowing for exposure–mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychol Methods. 2013;18:137–50. 24. Vanderweele TJ. Mediation analysis with multiple versions of the mediator. Epidemiol. 2012;23:454–63. 25...
There have been numerous treatments in the clinical research literature about various design, analysis, and interpretation considerations when testing hypotheses about mechanisms and contingencies of effects, popularly known as mediation and moderation analysis. In this paper we address the practice of media...
VanderWeele, Mediation analysis allowing for exposure-mediator interactions and causal interpretation: Theoretical assumptions and imple- mentation with SAS and SPSS macros, Psychological Methods 18 (2013) 137-150.Valeri L, Vanderweele TJ: Mediation analysis allowing for exposure- mediator interactions and ...
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. causal inferencedirect and indirect effectsmediation analysisinteractionsoftware macroMediation analysis is a useful and widely employed approach to studies ...
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. Structural Equation Modeling: A Multidisciplinary Journal. 2020 VanderWeele TJ. Mediation analysis: a practitioner's guide. Annual review of ...
(2013) Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychological Methods, 18:137-150. • VanderWeele TJ. Bias formulas for sensitivity analysis for direct and indirect effects. Epidemiology. ...
Valeri L, VanderWeele TJ (2013) Mediation analysis allowing for exposure–mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychol Methods 18(2):137–150 Article Google Scholar VanderWeele TJ (2009) Concerning the consistency assumption...