Structural Equation Modeling (2017)

These are the materials of two research-master courses I taught in April and May 2017: SEM1: Confirmatory Factor Analysis and its follow-up course SEM2: Structural Equation Modeling.

SEM1: Confirmatory Factor Analysis

Course Syllabus

Week 1: Introduction to factor analysis

Week 2: Fitting and comparing CFA models

Week 3: Measurement invariance, ordinal data and sample size

Week 4: Missing data, exploratory factor analysis and higher order models

Group projects

Link to questionnaires

SEM2: Structural Equation Modeling

Course Syllabus

Week 1: Path analysis and structural equation modeling

Week 2: Causality and equivalent models

Week 3: Symposium on network versus latent variable models



Further reading:


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