Academic Catalog

STAT563 MULTIVARIATE TIME SERIES

Course Code: 2460563
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:
Offered Semester: Spring Semesters.

Course Content

Transfer function models and cross-spectral analysis, time series regression and GARCH models, vector time series models, error-correction models, cointegration and causality, state space models and Kalman filter, long memory processes, nonlinear processes, temporal aggregation and disaggregation.