STAT731 STATISTICAL ANALYSIS WITH MISSING DATA
| Course Code: |
2460731 |
| 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: |
Assoc.Prof.Dr. MURAT RECAÝ YÜCEL |
| Offered Semester: |
Fall and Spring Semesters. |
Course Content
Problem of missing data; missing data patterns and mechanisms; single and multiple imputation methods; likelihood based inference; Bayesian simulation based inference; data augmentation; missing data handling for correlated, longitudinal, and clustered data; missing data analysis in SAS and R.
