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
  • [41] Network embeddedness and innovation performance: a mediation moderation analysis using PLS-SEM
    Tian, Hongyun
    Iqbal, Shuja
    Anwar, Farooq
    Akhtar, Shamim
    Khan, Muhammad Aamir Shafique
    Wang, Weijie
    BUSINESS PROCESS MANAGEMENT JOURNAL, 2021, 27 (05) : 1590 - 1609
  • [42] Using Bayesian Statistics to Model Uncertainty in Mixture Models: A Sensitivity Analysis of Priors
    Depaoli, Sarah
    Yang, Yuzhu
    Felt, John
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2017, 24 (02) : 198 - 215
  • [43] Bayesian counterfactual analysis of the sources of the great moderation
    Chang-Jin, Kim
    Morley, James
    Piger, Jeremy
    JOURNAL OF APPLIED ECONOMETRICS, 2008, 23 (02) : 173 - 191
  • [44] Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis
    Edwards, Jeffrey R.
    Lambert, Lisa Schurer
    PSYCHOLOGICAL METHODS, 2007, 12 (01) : 1 - 22
  • [45] Bayesian Mediation Analysis in Trauma Research
    Castanheira, Kevin da Silva
    Zahedi, Nika
    Miocevic, Milica
    PSYCHOLOGICAL TRAUMA-THEORY RESEARCH PRACTICE AND POLICY, 2024, 16 (01) : 149 - 157
  • [46] Bayesian video matting using learnt image priors
    Apostoloff, N
    Fitzgibbon, A
    PROCEEDINGS OF THE 2004 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, 2004, : 407 - 414
  • [47] Bayesian Estimation of the Number of Species using Noninformative Priors
    Barger, Kathryn
    Bunge, John
    BIOMETRICAL JOURNAL, 2008, 50 (06) : 1064 - 1076
  • [48] Bayesian Sparse Estimation Using Double Lomax Priors
    Gu, Xiaojing
    Leung, Henry
    Gu, Xingsheng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [49] The Influence of Using Inaccurate Priors on Bayesian Multilevel Estimation
    Zheng, Shufang
    Zhang, Lijin
    Jiang, Zhehan
    Pan, Junhao
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2023, 30 (03) : 429 - 448
  • [50] Bayesian nonparametric system reliability using sets of priors
    Walter, Gero
    Aslett, Louis J. M.
    Coolen, Frank P. A.
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2017, 80 : 67 - 88
12345