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Bayesian Structural Equation Modeling With Cross-Loadings and Residual Covariances

Asparouhov, Tihomir - ; Muthen, Bengt - ; Morin, Alexander J S - ;

A recent article in the Journal of Management gives a critique of a Bayesian approach to factor analysis proposed in Psychological Methods. This commentary responds to the authors’ critique by clarifying key issues, especially the use of priors for residual covariances. A discussion is also presented of cross-loadings and model selection tools. Simulated data are used to illustrate the ideas. A reanalysis of the example used by the authors reveals a superior model overlooked by the authors.


Ketersediaan

Call NumberLocationAvailable
JOM4106PSB lt.dasar - Pascasarjana (Majalah)1
PenerbitUnited States: Sage Publication 2015
EdisiVol. 41 No. 6, Sep 2015
SubjekStatistical methods
Research methods
Measure development
macro topics
psychometrics
structural equation modeling (SEM)
Bayesian methods
ISBN/ISSN1557-1211
KlasifikasiNONE
Deskripsi Fisik1797 p.
Info Detail SpesifikJournal of Management
Other Version/RelatedTidak tersedia versi lain
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  • Bayesian Structural Equation Modeling With Cross-Loadings and Residual Covariances

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