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Latent variable models: factor analysis and all that

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Path diagrams – a regression example Comparing correlations Exploratory factor analysis Assumptions of factor analysis Reliability testing (Cronbach’s alpha) Fit criteria in exploratory factor analysis Rotations Interpreting factor loadings Confirmatory factor models Fit criteria in confirmatory factor analysis Equivalence of correlated and uncorrelated models Cross validation as a means of assessing fit for different models Parsimony : determining the most important items in a factor analysis

This talk is part of the Statistical Methods for Cognitive Psychologists series.

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