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Differences in Factor Structure when ... |
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I have been completing EFA on dichotomous and ordinal scales using the Bayes estimator I have also been scoring the factors using imputation and the Bayes Estimator To complete the imputation I in effect use a CFA based on the EFA I have been getting substantial differences between the two sets of analyses, including: Substantial loadings in the EFA becoming non-significant; The 2 factors which in the EFA had a small correlation (0.2) now correlated so highly (0.9) that a one factor solution was a better model? The two factor model was conceptually a better model than the one. |
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