Structural Equation Modeling (2019)

This website contains materials for the research master psychology courses Structural Equation Modeling 1: Confirmatory Factor Analysis and Structural Equation Modeling 2: Structural Equation Modeling, which I teach at the University of Amsterdam.

SEM 1: Confirmatory Factor Analysis

Week 0: Statistics recap

Week 1: Common cause modeling

Week 2: Fitting CFA models

Code examples

CFA estimation video series

Week 3: Latent growth models and measurement invariance

 Week 4: Advanced topics

SEM 2: Structural Equation Modeling

Week 0: Expectation and covariance algebra

Week 1: Causal modeling and SEM

Week 2: Causality and equivalent models

Week 3: Network models and panel data


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