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Econometrics

Type of study Follow-up Master
Language of instruction English
Code 639-3002/05
Abbreviation EM
Course title Econometrics
Credits 5
Coordinating department Department of Quality Management
Course coordinator Ing. Filip Tošenovský, Ph.D.

Subject syllabus

1. Classical regression and its applications in industry
2. Modelling in industries and the problem of heteroscedasticity
3. Modelling in industries and the problem of multicollinearity
4. Time series, their typology and characteristics
5. Modelling in industries and the problem of autocorrelation described by time series
6. Control charts and ARMA models for stationary time series
7. ARIMA models for nonstationary time series
8. Modelling time series with moving averages and exponential smoothing
9. Taguchi loss functions

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