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Terminated in academic year 2020/2021

Econometrics

Type of study Follow-up Master
Language of instruction English
Code 639-3002/03
Abbreviation EM
Course title Econometrics
Credits 5
Coordinating department Department of Quality Management
Course coordinator Ing. Filip Tošenovský, Ph.D.

Subject syllabus

1. Time Series (TS)
- Classical Analysis of Time Series
- Exponencial Model
- Moving Average MA
- Box Jenkins Models
- Characteristics of TS
- Models AR, MA, ARMA
- Stacionarity, Model ARIMA
2. Regression Analysis
- Heteroscedasticity
- Autocorrelation
- Multicollinearity
- Generalized LS metod
3. Loss Function of Taguchi

Literature

TOŠENOVSKÝ, F. Econometrics. Studijní opora. Dostupné z: chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://lms.vsb.cz/pluginfile.php/2886695/mod_resource/content/1/Econometrics.pdf
WOOLDRIDGE, J.M. Introductory Econometrics. 8th Edition. 2025. Cengage Learning. ISBN-13: 978-0357900161 .

Advised literature

ASTERIOU, D., HALL, S.G. Applied Econometrics. 4th Edition. 2021. Bloombsbury Publishing PLC. ISBN: 9781352012026 
MONTGOMERY, D.C., PECK, E.A., VINING, G.G. Introduction to Linear Regression Analysis. 2021. Wiley. ISBN-13: 978-1119578727