STAT555 ADVANCED COMPUTATIONAL STATISTICS

Course Code:2460555
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. İNCİ BATMAZ
Offered Semester:Spring Semesters.

Course Objectives


Course Content

Bivariate and multivariate smoothing, discovering structure in data, nonparametric regression, Markov Chain Monte Carlo (MCMC), statistical pattern recognition: classifiers and clustering.


Course Learning Outcomes