Third, we provide SAS and SPSS macros to implement all of these mediation analysis techniques automatically, and we compare the types of inferences about mediation that are allowed by a variety of software macros. 展开 关键词: causal inference direct and indirect effects mediation analysis ...
Hayes, A. F. (2009). Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium. Communication Monographs, 76(4), 408-420. doi: 10.1080/03637750903310360 Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation...
Standardized Effect Size Mea- sures for Mediation Analysis in Cluster-Randomized Trials. The Journal of Experimental Education(March 2015), 1-36. doi: 10.1080/00220973.2014.919569Stapleton, L. M., Pituch, K. A., & Dion, E. (2015). Standardized effect size measures for mediation analysis in...
Solved: Hi, I am using a PROCESS macro file (see https://haskayne.ucalgary.ca/CCRAM/resource-hub ) for mediation analysis. In running the Process.sas
A method using multiple imputation and bootstrap for dealing with missing data in mediation analysis is introduced and implemented in SAS. Through simulation studies, it is shown that the method performs well for both MCAR and MAR data without and with auxiliary variables. It is also shown that...
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychological Methods. in press.Valeri L, VanderWeele TJ. Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoreti...
Mediation analysis is a methodology used to understand how and why an independent variable (X) transmits its effect to an outcome (Y) through a mediator (M). New causal mediation methods based on the potential outcomes framework and counterfactual framework are a seminal advancement for mediation...
Holzer C, Precht M (1992) Multiple comparison procedures for normally distributed ANOVA models in SAS, SPSS, BMDP, and MINITAB. Comput Stat Data Anal ... C Holzer,M Precht - 《Computational Statistics & Data Analysis》 被引量: 95发表: 1992年 A qualitative study of the coverage of influenz...
The statistical analysis of mediation effects has become an indispensable tool for helping scientists investigate processes thought to be causal. Yet, in s... KJ Preacher,K Kelley - 《Psychological Methods》 被引量: 1789发表: 2011年 Statistical Mediation Analysis The chapter starts with detailed inf...
Mediation analysis tests whether the relationship between two variables is explained by a third intermediate variable. We sought to describe the usage and reporting of mediation analysis with time-to-event outcomes in published healthcare research. Methods A systematic search of Medline, Embase, and ...