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Introduction to Confirmatory Factor Analysis and ...
Introduction to Confirmatory Factor Analysis and structural Equation Modeling Lecture 12 August 7, 2011 Advanced Multivariate Statistical Methods ICPSR Summer Session #2 Today s Class An Introduction to: Confirmatory Factor Analysis (CFA) structural Equation Modeling (SEM) Placing both within the linear modeling framework The return of the multivariate normal distribution A Description of how CFA and EFA differ statistically Showing how these methods have subsumed canonical correlation Analysis A Brief Review of Exploratory Factor Analysis EFA: Determine nature and number of latent variables that account for observed variation and covariation among set of observed indicators ( items or variables) In other words, what causes these observed responses?
–Structural Equation Modeling (SEM) •Placing both within the linear modeling framework –The return of the multivariate normal distribution •A Description of how CFA and EFA differ statistically ... Introduction to Confirmatory Factor Analysis and Structural Equation Modeling ...
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