STAT545 LONGITUDINAL DATA ANALYSIS
| Course Code: |
2460545 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
8.0 |
| Department: |
Statistics |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
|
| Offered Semester: |
Fall and Spring Semesters. |
Course Content
Introduction to longitudinal data. Exploratory longitudinal data analysis. Missing cases in longitudinal data. Marginal models, transition models, random effects models, multilevel (hierarchical) models. Estimation methods for this type of data. Machine learning techniques for longitudinal data.
