151-0074/02 – Econometrics (EKON)

Gurantor departmentDepartment of Mathematical Methods in EconomicsCredits2
Subject guarantorprof. Ing. Jana Hančlová, CSc.Subject version guarantorprof. Ing. Jana Hančlová, CSc.
Study levelundergraduate or graduateRequirementChoice-compulsory
Year4Semestersummer
Study languageCzech
Year of introduction1990/1991Year of cancellation2009/2010
Intended for the facultiesEKFIntended for study typesMaster
Instruction secured by
LoginNameTuitorTeacher giving lectures
HAN60 prof. Ing. Jana Hančlová, CSc.
RAM35 prof. RNDr. Jaroslav Ramík, CSc.
SED02 Ing. Petr Seďa, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2

Subject aims expressed by acquired skills and competences

The basic aim of the course is to teach students to examine and measure mutual functional relations and dependencies among economic variables. Based on quantitative analyses, the outcomes of the economic theory are verified; they are formulated by means of mathematical expressions. The course graduates will be able to carry out analyses of regression models. Students will be introduced to the possibilities of econometric models applications, to the analysis of forecasting the future values and optimal management.

Teaching methods

Summary

1.Úvod do ekonometrie (vymezení ekonometrie, vztah k ostatním vědním disciplínám, objasnění základních pojmů, vznik ekonometrie, proces ekonometrického modelování) 2.Analýza časových řad (druhy časových řad, metody analýzy ČŘ, dekompozice časových řad, Box-Jenkinsova metodologie, regresní analýza, spektrální analýza, verifikace modelů) 3. Jednoduchý lineární regresní model ( význam regresní analýzy, populační versus výběrová regresní přímka, podstata MNČ, přiléhavost regresní přímky k datům, předpoklady klasického jednoduchého regresního modelu a jejich ověřování ) 4. Vícenásobný regresní model_1 (vymezení klasického vícerozměrného lineárního regresního modelu (KLVRM), předpoklady KVLRM, maticový zápis KVLRM, korigovaný koeficient determinace ) 5. Vícenásobný regresní model_2 ( testování normality reziduí) 6. Statistická verifikace (regresních koeficientů, modelu jako celku) 7. Ekonometrická verifikace - problém autokorelace 8. Ekonometrická verifikace - problém heteroskedasticity 9. Ekonometrická verifikace - problém multikolinearity 10. Ekonomická verifikace , specifikace modelu 11. Predikce (chyba predikce, bodová nebo intervalová predikce, predikce ex-post a ex-ante, predikce střední hodnoty nebo individuální hodnoty vysvětlované proměnné) 12. Funkční formy (exponenciální model, LIN-LOG model, LOG-LIN model, reciproký model) 13. Technika umělých proměnných (kvalitativní či diskrétní charakter faktorů a technika umělých proměnných, ANOVA modely, ANCOVA modely, regresní modely s 1 kvantitativní a 1 kvalitativní proměnnou s širší škálou, aplikace techniky umělých proměnných) 14. Panelová data (vymezení panelových modelů, fixní efekty (časové nebo prostorové, úrovňové konstanty či koeficientu sklonu), efekt náhodné složky)

Compulsory literature:

ARLT, J. – ARLTOVÁ, M.: Finanční časové řady. 1. vydání Grada Publishing, Praha, 2003. ISBN 80-247-0330-0. 2. BROOKS, CH.: Introductory econometrics for finance. Cambridge: Cambridge University Press, 2002. ISBN 0-521-79018-2. 3. GREENE, W.H. Econometric Analysis. Pearson Education, 2008. ISBN 9780135137406. 4. GUJARATI, D.N. Basic Econometrics. 4th Ed., Singapore: Mc Graw-Hill, 2003. ISBN 0-07-233542-4. 5. HEIJ, CH. et al: Econometrics Methods with Applications in Business and Economics. Oxford: Oxford University Press, 2004. ISBN 0-19-926801-0. 6. HUŠEK, R. Ekonometrická analýza. 1. vydání. Praha, 2007. ISBN 978-80-245-1300-3. 7. LUKÁČIKOVÁ, A. LUKÁČIK, M. Ekonometrické modelovanie s aplikáciami. Bratislava: Ekonóm, 2007. 8. Podkladové materiály ke studiu v LMCS Moodle: http://moodle.vsb.cz/vyuka 9. RAMANATHAN, R. Introductory Econometrics with Applications. 5th edition. Harcourt College Publishers, 2002. ISBN-13: 978-0030343421. 10. WOOLDRIDGE, J. Introductory Econometrics: A Modern Approach (with Economic Applications Online, Econometrics Data Sets with Solutions Manual, Web Site Printed Access Card), Student Solutions Manual Printed Access Card.). 4th ed. Mason. Ohio: South Western Cengage Learning, 2008. ISBN 9780324581621.

Recommended literature:

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (145) 51
        Examination Examination 100  0
        Exercises evaluation Credit 45  0
Mandatory attendence parzicipation:

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Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2004/2005 (M6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 4 Choice-compulsory study plan
2004/2005 (M6202) Economic Policy and Administration (6210T004) European Integration (01) European Integration P Czech Ostrava 4 Choice-compulsory study plan
2004/2005 (M6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6202) Economic Policy and Administration (6202T040) Regional Development (01) Regional Development P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6208) Business and Management (6208T011) Economics and Law in Business P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6208) Business and Management (6208T086) Enterprise Economics and Management P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6208) Business and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2004/2005 (M6209) Systems Engineering and Informatics (6201T004) Economics P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 4 Choice-compulsory study plan
2003/2004 (M6202) Economic Policy and Administration (6210T004) European Integration (01) European Integration P Czech Ostrava 4 Choice-compulsory study plan
2003/2004 (M6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6202) Economic Policy and Administration (6202T040) Regional Development (01) Regional Development P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6208) Business and Management (6208T011) Economics and Law in Business P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6208) Business and Management (6208T086) Enterprise Economics and Management P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6208) Business and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 3 Choice-compulsory study plan
2003/2004 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 4 Choice-compulsory study plan
2002/2003 (M6202) Economic Policy and Administration (6210T004) European Integration (01) European Integration P Czech Ostrava 4 Choice-compulsory study plan
2002/2003 (M6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6202) Economic Policy and Administration (6202T040) Regional Development (01) Regional Development P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6208) Business and Management (6208T011) Economics and Law in Business P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6208) Business and Management (6208T086) Enterprise Economics and Management P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6208) Business and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 3 Choice-compulsory study plan
2002/2003 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2001/2002 (M6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6202) Economic Policy and Administration (6210T004) European Integration (01) European Integration P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6202) Economic Policy and Administration (6202T040) Regional Development (01) Regional Development P Czech Ostrava 3 Choice-compulsory study plan
2001/2002 (M6208) Business and Management (6208T011) Economics and Law in Business P Czech Ostrava 3 Choice-compulsory study plan
2001/2002 (M6208) Business and Management (6208T086) Enterprise Economics and Management P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6208) Business and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 3 Choice-compulsory study plan
2001/2002 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 4 Choice-compulsory study plan
2001/2002 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2000/2001 (M6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6202) Economic Policy and Administration (6210T004) European Integration (01) European Integration P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6202) Economic Policy and Administration (6202T040) Regional Development (01) Regional Development P Czech Ostrava 3 Choice-compulsory study plan
2000/2001 (M6208) Business and Management (6208T011) Economics and Law in Business P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6208) Business and Management (6208T086) Enterprise Economics and Management P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6208) Business and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 3 Choice-compulsory study plan
2000/2001 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 4 Choice-compulsory study plan
2000/2001 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner