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Bayesian structural equation modeling with cross-loadings and residual covariances: Comments on Stromeyer et al.
Asparouhov, Tihomir Muthen, Bengt Morin, Alexandre J. S.
Asparouhov, Tihomir
Muthen, Bengt
Morin, Alexandre J. S.
Abstract
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.
Keywords
Date
2015
Type
Journal article
Journal
Journal of Management
Book
Volume
41
Issue
6
Page Range
1561-1576
Article Number
ACU Department
Collections
Relation URI
Source URL
Event URL
Open Access Status
License
File Access
Controlled