Bayesian analysis for mediation and moderation using g-priors.

被引：0
作者：
Galharret, Jean-Michel [1 ]
Philippe, Anne [1 ]
机构：
[1] Nantes Univ, CNRS, Lab Math Jean Leray, LMJL, F-44000 Nantes, France
来源：
ECONOMETRICS AND STATISTICS | 2023年 / 27卷
关键词：
Bayes factor; direct and indirect effects; g-priors; HYPOTHESES; COMMITMENT; LEADERSHIP; TUTORIAL;
D O I：
10.1016/j.ecosta.2021.12.009
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
A Bayesian analysis is proposed using an extension of g-priors for moderated mediation models. For this choice of priors, an explicit form of the marginal distribution is ob-tained. Testing procedure on the existence of direct, indirect and moderated effects are constructed using Bayes factor approach. This methodology is applied to analyze the as-sociation between empowering leadership and organisational commitment in two compa-nies.& COPY; 2022 EcoSta Econometrics and Statistics. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码：161 / 172
页数：12
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