Please note: materials are added incrementally as this course progresses through the year.
| Week | Topic | Lecture slides | Lab materials |
|---|---|---|---|
| Week 1 | Introduction to MLM | Slides | Lab |
| Week 2 | Longitudinal and Logistic MLM |
Slides
A Slides B |
Lab |
| Week 3 | Nonlinear longitudinal MLM | Slides | Lab |
| Week 4 | Other Random Effects | Slides | Lab |
| Week 5 | Recap & Individual Differences |
Slides
A Slides B |
Lab |
| Week 6 | PCA and EFA | See LEARN for lecture slides | Lab |
| Week 7 | CFA | See LEARN for lecture slides | Lab |
| Week 8 | Path analysis | See LEARN for lecture slides | Lab |
| Week 9 | SEM | See LEARN for lecture slides | Lab |
| Week 10 | Practical issues in SEMs | See LEARN for lecture slides | Lab |
Multivariate Statistics and Methodology using R (MSMR) is a semester long course providing an advanced level overview of statistical analysis techniques and methodology issues relevant to psychological research. The course builds on the concepts and skills developed in Univariate Statistics and Methodology using R.