Bayesian structural equation modeling with cross-loadings and residual covariances: Comments on Stromeyer et al.
Asparouhov, Tihomir, Muthen, Bengt and Morin, Alexandre J. S.. (2015). Bayesian structural equation modeling with cross-loadings and residual covariances: Comments on Stromeyer et al. Journal of Management. 41(6), pp. 1561 - 1576. https://doi.org/10.1177/0149206315591075
|Authors||Asparouhov, Tihomir, Muthen, Bengt and Morin, Alexandre 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.
|Journal||Journal of Management|
|Journal citation||41 (6), pp. 1561 - 1576|
|Digital Object Identifier (DOI)||https://doi.org/10.1177/0149206315591075|
|Page range||1561 - 1576|
|Research Group||Institute for Positive Psychology and Education|
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