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
相关论文
共 50 条
  • [21] Bayesian Prediction Analysis for Growth Curve Model Using Noninformative Priors
    Gwowen Shieh
    Jack C. Lee
    Annals of the Institute of Statistical Mathematics, 2002, 54 : 324 - 337
  • [22] Bayesian analysis for the Shannon entropy of the Lomax distribution using noninformative priors
    Dong, Guoqing
    Shakhatreh, Mohammed K.
    He, Daojiang
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2024, 94 (06) : 1317 - 1338
  • [23] Bayesian prediction analysis for growth curve model using noninformative priors
    Shieh, G
    Lee, JC
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2002, 54 (02) : 324 - 337
  • [24] Bayesian Dynamic Mediation Analysis
    Huang, Jing
    Yuan, Ying
    PSYCHOLOGICAL METHODS, 2017, 22 (04) : 667 - 686
  • [25] Bayesian wavelet denoising using Besov priors
    Leporini, D
    Krim, H
    PROCEEDINGS OF THE IEEE SIGNAL PROCESSING WORKSHOP ON HIGHER-ORDER STATISTICS, 1999, : 144 - 147
  • [26] BAYESIAN AVAILABILITY USING GAMMA DISTRIBUTED PRIORS
    KUO, W
    IIE TRANSACTIONS, 1985, 17 (02) : 132 - 140
  • [27] Bayesian source identification using local priors
    Aucejo, M.
    De Smet, O.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 66-67 : 120 - 136
  • [28] Bayesian model selection using encompassing priors
    Klugkist, I
    Kato, B
    Hoijtink, H
    STATISTICA NEERLANDICA, 2005, 59 (01) : 57 - 69
  • [29] Bayesian Tractography Using Geometric Shape Priors
    Dong, Xiaoming
    Zhang, Zhengwu
    Srivastava, Anuj
    FRONTIERS IN NEUROSCIENCE, 2017, 11
  • [30] On Bayesian reliability analysis with informative priors and censoring
    Coolen, FPA
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 1996, 53 (01) : 91 - 98
12345