Information Package / Course Catalogue
Time Series Analysis
Course Code: ZTE601
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 2
Prt.: 2
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

The main purposes of the course are to teach basic concept of time series and time series method sand to provide ability touse time series methods. The course also provided skills for fore casting the future value of basic economic variables.

Course Content

Introduction to time series, main components of the time series, stationary and testing stationary, additive and multiplicative models, accuracy measures of time series models (MAD, MAPE, MSD), trend analysis and moving average, decomposition of the time series, Box-Jenkins models (AR, ARMA, ARIMA, SAR, SARMA, SARIMA), autoregressive conditional heteroscedastic models (ARCH, GARCH), distributed lag models (Almon, Koyck), smoothing time series (movingaverage, single exponentials moothing, double exponentials moothing, winters' method)

Name of Lecturer(s)