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Psychology 207 – Structural Equation Modeling
- Syllabus (updated 8/22/2018)
- Lecture Notes: (updated 11/27/2018) Note that this file may change as the semester proceeds so print at your own risk!!
- Assignments:
- Assignment 1: (Due 9 /18/18)
- Kohler et al. (2002)
- Example of path analysis code
- Assignment 2 (Due 9/27/18)
- Example of EFA code
- Example of CFA code
- Assignment 3 (Due 10/16/18)
- Assignment 4 (Due 11/1/18)
- Muthen (2002). Beyond SEM.
- Code
- Assignment 5 (Due 11/13/18, and 12/4/18)
- (Read this!) How to compute thresholds for latent class proportions
- Discussion Facilitation
- Term Paper
- Data Files:
- Example Files:
- Path analysis
- Exploratory factor analysis
- Confirmatory factor analysis
- Structural equation modeling
- Mean differences between groups – groups are invariant
- MIMIC
- Simulation example
- Bayesian simulation example
- Bayesian day handout
- Additional Resources