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Collinear Latent Variables in Multilevel Confirmatory Factor Analysis: A Comparison of Maximum Likelihood and Bayesian Estimations

Because variables may be correlated in the social and behavioral sciences, multicollinearity might be problematic. This study investigates the effect of collinearity manipulated in within and between levels of a two-level confirmatory factor analysis by Monte Carlo simulation. Furthermore, the influ...

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Bibliographic Details
Published in:Educ Psychol Meas
Main Authors: Can, Seda, van de Schoot, Rens, Hox, Joop
Format: Artigo
Language:Inglês
Published: SAGE Publications 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5965642/
https://ncbi.nlm.nih.gov/pubmed/29795827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0013164414547959
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