These are the materials of two research-master courses I taught in April and May 2018: SEM1: Confirmatory Factor Analysis and its follow-up course SEM2: Structural Equation Modeling.
SEM1: Confirmatory Factor Analysis
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
SEM2: Structural Equation Modeling
Week 1: Path analysis and structural equation modeling
Week 2: Causality and equivalent models
Week 3: Network models and time-series analysis
- Slides (source slides time-series here)
- Assignment