STAT731 STATISTICAL ANALYSIS WITH MISSING DATA
| Course Code: | 2460731 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 0.00) |
| ECTS Credit: | 8.0 |
| Department: | Statistics |
| Language of Instruction: | English |
| Level of Study: | Graduate |
| Course Coordinator: | Prof.Dr. VİLDA PURUTÇUOĞLU |
| Offered Semester: | Fall and Spring Semesters. |
Course Objectives
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.