Academic Catalog

STAT525 REGRESSION THEORY AND METHODS

Course Code: 2460525
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 Semesters.

Course Content

General regression models. residual analysis. selection of regression models. response surface methods. nonlinear regression models. experimental design and analysis of covariance models. Least squares. Gauss-Markov theorem. Confidence. prediction and tolerance intervals. Simultaneous inference. multiple comparison procedures.