151-0303/01 – Statistics A (Stat A)

Gurantor departmentDepartment of Mathematical Methods in EconomicsCredits5
Subject guarantorRNDr. Marek Pomp, Ph.D.Subject version guarantorRNDr. Marek Pomp, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semestersummer
Study languageCzech
Year of introduction1999/2000Year of cancellation
Intended for the facultiesEKFIntended for study typesBachelor
Instruction secured by
LoginNameTuitorTeacher giving lectures
KUR138 Ing. Pavlína Forstová Kuráňová, Ph.D.
FRI02 doc. Ing. Václav Friedrich, Ph.D.
FUN01 Mgr. Taťána Funioková, Ph.D.
HAN0001 Mgr. Vít Hanák
HRU61 RNDr. Jana Hrubá, Ph.D.
MIH22 RNDr. Šárka Michalcová, Ph.D.
KOL0002 Anonymizovaná Osoba
HOD0015 Anonymizovaná Osoba
POM68 RNDr. Marek Pomp, Ph.D.
SED02 doc. 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 aim is -to learn students how to present a set of data by tables, graphs and descriptive measures, - to make them acquainted with some parts of probability theory, especially with the term random variable, that is one of tools for description of uncertainity of real economical situations, - to make them able to use basic types of probability distributions for solution of practical cases, - to make them know the principles of some methods of statistical inference and use them for estimating and testing population parameters, - to give the view of regression and correlation analysis.

Teaching methods

Lectures
Individual consultations
Tutorials
Other activities

Summary

1. An algebra of events. Events, outcomes, the complement of an outcome. Operations over events. 2. Introduction to probability. The addition law. Mutually exclusive events, conditional probability, independent events, the multiplication law. Bayes´ theorem. 3. Discrete random variables. Summary of discrete probability distributions. 4. Continuous random variables. Summary of continuous probability distributions. 5. Special cases of continuous distributions. Limit theorems. 6. Data, measurment. Summarizing data, graphs. 7. Numerical descriptive statistics. Measures of location. 8. Measures of dispersion. 9. Characteristics of shape of data sets. 10. Bivariate data, correlation coefficient. 11. Simple linear regression. 12. Populations, samples, statistical inference - preview. 13. Estimations. Point estimators, interval estimation of population characteristics. 14. Hypothesis testing - principles.

Compulsory literature:

Teaching material of respective teachers.

Recommended literature:

ANDERSON, David Ray, Dennis J. SWEENEY a Thomas Arthur WILLIAMS. Modern business statistics with Microsoft Office Excel. 5th ed. Stamford: Cengage Learning, c2015. ISBN 978-1-305-08218-2.

Way of continuous check of knowledge in the course of semester

Zápočet: - aktivní účast na cvičeních, - zápočtová písemka během semestru (max. 30 bodů), - samostatné zpracování datového souboru (max. 14 bodů). Minimální počet bodů k udělení zápočtu: 22 bodů. Podmínky pro individuální studijní plán: Totéž, účast ve cvičeních je možno částečně nahradit vypracováním úloh zadaných vyučujícím. Zkouška: kombinovaná (písemná a ústní).

E-learning

Předmět je podporován v LMS Moodle.

Other requirements

Další požadavky na studenta

Prerequisities

Subject codeAbbreviationTitleRequirement
151-0300 Mat A Mathematics A Compulsory

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. An algebra of events. Events, outcomes, the complement of an outcome. Operations over events. 2. Introduction to probability. The addition law. Mutually exclusive events, conditional probability, independent events, the multiplication law. Bayes´ theorem. 3. Discrete random variables. Summary of discrete probability distributions. 4. Continuous random variables. Summary of continuous probability distributions. 5. Special cases of continuous distributions. Limit theorems. 6. Data, measurment. Summarizing data, graphs. 7. Numerical descriptive statistics. Measures of location. 8. Measures of dispersion. 9. Characteristics of shape of data sets. 10. Bivariate data, correlation coefficient. 11. Simple linear regression. 12. Populations, samples, statistical inference - preview. 13. Estimations. Point estimators, interval estimation of population characteristics. 14. Hypothesis testing - principles.

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2010/2011 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)		Min. number of pointsMax. počet pokusů
Exercises evaluation and Examination Credit and Examination 100 (100) 51 3
        Exercises evaluation Credit 45 (45) 0 3
                Project Project 15  0 3
                Written exam Written test 30  0 3
        Examination Examination 55 (55) 0 3
                Written examination Written examination 55  0 3
Mandatory attendence participation:

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Conditions for subject completion and attendance at the exercises within ISP:

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2020/2021 (B0414A050001) Marketing (S01) Marketing Communication P Czech Ostrava 1 Compulsory study plan
2020/2021 (B0414A050001) Marketing (S02) Marketing and business P Czech Ostrava 1 Compulsory study plan
2020/2021 (B0411A050001) Accounting and Taxes P Czech Valašské Meziříčí 1 Compulsory study plan
2020/2021 (B0311A050015) Informatics in Economy P Czech Ostrava 2 Compulsory study plan
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2019/2020 (B0413A050012) Economics and Management (S03) Management P Czech Ostrava 2 Compulsory study plan
2019/2020 (B0413A050012) Economics and Management (S05) Sports management P Czech Ostrava 2 Compulsory study plan
2019/2020 (B0312A050001) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
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2019/2020 (B0413A050012) Economics and Management (S04) Economics and Law in Business P Czech Ostrava 2 Compulsory study plan
2019/2020 (B0413A050012) Economics and Management (S02) Business Administration P Czech Ostrava 2 Compulsory study plan
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2018/2019 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
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2016/2017 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
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2015/2016 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
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2015/2016 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
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2014/2015 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
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2014/2015 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
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2013/2014 (B6208) Economics and Management (6501R006) Tourism Economics P Czech Uherské Hradiště 2 Compulsory study plan
2013/2014 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 2 Compulsory study plan
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2013/2014 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2012/2013 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 2 Compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2011/2012 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2011/2012 (B6209) Systems Engineering and Informatics P Czech Valašské Meziříčí 1 Compulsory study plan
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2011/2012 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (7202R020) Economics Journalism P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
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2009/2010 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (7202R020) Economics Journalism P Czech Ostrava 2 Compulsory study plan
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2008/2009 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2008/2009 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6202R049) Accounting and Taxes (00) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 1 Compulsory study plan
2008/2009 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 1 Compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics (6209R014) Information and Knowledge Management (00) Informační a znalostní management P Czech Valašské Meziříčí 1 Compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics P Czech Valašské Meziříčí 1 Compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (7202R020) Economics Journalism P Czech Ostrava 2 Compulsory study plan
2007/2008 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 1 Compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 1 Compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R014) Information and Knowledge Management (00) Informační a znalostní management P Czech Valašské Meziříčí 1 Compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6208) Economics and Management (6208R062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6208) Economics and Management (6208R101) Sports Management (02) Sports Management P Czech Uherské Hradiště 1 Compulsory study plan
2007/2008 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 1 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R014) Information and Knowledge Management (00) Informační a znalostní management P Czech Valašské Meziříčí 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 1 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 1 Compulsory study plan
2006/2007 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R101) Sports Management (02) Sports Management P Czech Uherské Hradiště 1 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 1 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R014) Information and Knowledge Management (00) Informační a znalostní management P Czech Valašské Meziříčí 1 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R014) Information and Knowledge Management (00) Informační a znalostní management P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 1 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R037) Management (05) Management P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (05) Accounting and Taxes P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R086) Enterprise Economics and Management P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Ostrava 1 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Ostrava 2 Compulsory study plan
2003/2004 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6208) Economics and Management (6201R004) Economics P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6202) Economic Policy and Administration (6201R004) Economics P Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
Subject block without study plan - EKF - P - cs 2024/2025 Full-time Czech Optional EKF - Faculty of Economics stu. block
Subject block without study plan - EKF - P - cs 2021/2022 Full-time Czech Optional EKF - Faculty of Economics stu. block
Subject block without study plan - EKF - P - cs 2020/2021 Full-time Czech Optional EKF - Faculty of Economics stu. block

Assessment of instruction



2023/2024 Summer
2023/2024 Winter
2022/2023 Summer
2022/2023 Winter
2021/2022 Summer
2021/2022 Winter
2020/2021 Summer
2020/2021 Winter
2019/2020 Summer
2019/2020 Winter
2018/2019 Summer
2018/2019 Winter
2017/2018 Summer
2017/2018 Winter
2016/2017 Summer
2016/2017 Winter
2015/2016 Summer
2015/2016 Winter
2014/2015 Summer
2014/2015 Winter
2013/2014 Summer
2013/2014 Winter
2012/2013 Summer
2012/2013 Winter
2011/2012 Summer
2011/2012 Winter
2010/2011 Summer
2009/2010 Summer
2009/2010 Winter