Fit Indices for Mean Structures With Growth Curve Models
Sign Up to like & getrecommendations! Published in 2019 at "Psychological Methods"
DOI: 10.1037/met0000186
Abstract: Abstract Motivated by the need to effectively evaluate the quality of the mean structure in growth curve modeling (GCM), this article proposes to separately evaluate the goodness of fit of the mean structure from that… read more here.
Keywords: fit indices; growth curve; mean structure; mean structures ... See more keywords
Entropy Fit Indices: New Fit Measures for Assessing the Structure and Dimensionality of Multiple Latent Variables.
Sign Up to like & getrecommendations! Published in 2020 at "Multivariate behavioral research"
DOI: 10.1080/00273171.2020.1779642
Abstract: The accurate identification of the content and number of latent factors underlying multivariate data is an important endeavor in many areas of Psychology and related fields. Recently, a new dimensionality assessment technique based on network… read more here.
Keywords: fit indices; new fit; entropy fit; dimensionality ... See more keywords
The Effect of Estimation Methods on SEM Fit Indices
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DOI: 10.1177/0013164419885164
Abstract: We examined the effect of estimation methods, maximum likelihood (ML), unweighted least squares (ULS), and diagonally weighted least squares (DWLS), on three population SEM (structural equation modeling) fit indices: the root mean square error of… read more here.
Keywords: fit indices; estimation; estimation methods; effect estimation ... See more keywords
The effectiveness of weighted least squares means and variance adjusted based fit indices in assessing local dependence of the rasch model: Comparison with principal component analysis of residuals
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DOI: 10.1371/journal.pone.0271992
Abstract: Local independence is a principal assumption of applying latent variable models. Violations of this assumption might be stemmed from dimensionality (trait dependence) and statistical independence of item responses (response dependence). The purpose of this study… read more here.
Keywords: rasch; weighted least; fit indices; based fit ... See more keywords