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Econometrics

Language of instruction španělština, angličtina, čeština
Code 639-3002
Abbreviation EM
Course title Econometrics
Coordinating department Department of Quality Management
Course coordinator Ing. Filip Tošenovský, Ph.D.

Anotace

The subject econometrics expands the subject matter of regression analysis, so that it complies with requirements of diverse industries, and quality management in particular.
Studied are conditions under which standard techniques of modelling relations among variables are usable, and also alternative techniques for the cases when the standard methods fail due to a specific character of datasets - something that occurs often in industrial applications. The subject matter is extended with the theory of time series - the classical and particularly the Box-Jenkins methodology. The latter finds its applications within quality management when nonstandard control charts are constructed. The classical structure of the subject is further complemented with the Taguchi loss functions, a basis for evaluation of low quality - induced financial losses.

Povinná literatura

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