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Yuan, Ying; MacKinnon, David P. – Psychological Methods, 2009
In this article, we propose Bayesian analysis of mediation effects. Compared with conventional frequentist mediation analysis, the Bayesian approach has several advantages. First, it allows researchers to incorporate prior information into the mediation analysis, thus potentially improving the efficiency of estimates. Second, under the Bayesian…
Descriptors: Bayesian Statistics, Probability, Correlation, Causal Models