1. Multivariate statistics -- 2. Univariate and bivariate statistics review -- 3. Data screening -- 4. Multiple linear regression -- 5. Logistic regression -- 6. Multivariate analysis of variance: single factor, factorial, and repeated measures designs -- 7. Discriminant analysis -- 8. Cluster analysis -- 9. Exploratory factor analysis -- 10. Path analysis, confirmatory factor analysis, and structural equation modeling -- 11. Multilevel linear modeling -- 12. Propensity score analysis. |