This course will cover advanced statistical modeling techniques for use with complex datasets. Topics will include Poisson and Negative Binomial regression for count outcomes, repeated measures ANOVA, GEE models and multilevel models for longitudinal data, and multilevel models for clustered data.
| WK | Topic | Teaching format | Duration |
| 1 | Advanced Logistic Regression Models | LT | 3h |
| 2 | Poisson and Negative Binomial Regression | LT | 3h |
| 3 | Longitudinal Data Analysis I
|
LT
|
3h
|
| 4 | Longitudinal Data Analysis – Computing | LT | 3h |
| 5 | Multilevel Modeling I | LT | 3h |
| 6 | Multilevel Modeling II
|
LT | 3h |
| 7 | Multilevel Modeling – Computing | LT
|
3h |
| 8 | Final Exam | LT
|
3h
|