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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