STAT557 STATISTICAL MODELING I
| Course Code: |
2460557 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
7.0 |
| Department: |
Statistics |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
Prof.Dr. AYÞEN AKKAYA |
| Offered Semester: |
Fall Semesters. |
Course Content
Introduction to the general theory of linear models. least squares and maximum likelihood estimation. Introduction to non-linear. log-linear and generalized linear models. Logistic and Poisson regression. ordinal and multinomial logit models. ANOVA. Causation versus association. Introduction to special Statistical Models. such as Time Series Models. Actuarial Models. Survival Models. Reliability Models.
