STAT635 ADVANCED COMPUTATIONAL STATISTICS
| Course Code: |
2460635 |
| 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: |
Prof.Dr. VÝLDA PURUTÇUOÐLU |
| Offered Semester: |
Fall and Spring Semesters. |
Course Content
Exploring multidimensional data. Discovering structure in data. Bootstrapping basics and dependent data. Data partitioning. Statistical pattern recognition: classifiers and clustering. Bivariate and multivariate smoothing. Nonparametric regression models. Advanced topics in Markov Chain Monte Carlo (MCMC).
