# 151-0303/01 – Statistics A (Stat A)

 Gurantor department Department of Mathematical Methods in Economics Credits 5 Subject guarantor prof. RNDr. Dana Šalounová, Ph.D. Subject version guarantor prof. RNDr. Dana Šalounová, Ph.D. Study level undergraduate or graduate Requirement Compulsory Year 1 Semester summer Study language Czech Year of introduction 1999/2000 Year of cancellation Intended for the faculties EKF Intended for study types Bachelor
Instruction secured by
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.
LOR21 Mgr. Kristina Lorencová
MIH22 RNDr. Šárka Michalcová, Ph.D.
OND10 Mgr. Ivana Onderková, Ph.D.
HOD0015 Anonymizovaná Osoba
KOL0002 Anonymizovaná Osoba
POM68 RNDr. Marek Pomp, Ph.D.
S1A20 prof. RNDr. Dana Šalounová, 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. Sheldon, M.R.: Introduction to Probability and Statistics for Engineers and Scientists. Academic Press/Elsevier, 2009, ISBN 9780123704832.

### 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.

### 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: 2011/2012 Winter semester, validity until: 2020/2021 Summer semester)
Min. number of pointsMax. počet pokusů
Exercises evaluation and Examination Credit and Examination 100 (100) 51
Exercises evaluation Credit 45 (45) 23
Písemka Written test 30  0 2
Projekt Project 15  0
Examination Examination 55  21 3
Mandatory attendence participation: Full attendance is required.

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

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### Occurrence in study plans

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2022/2023 (B0413A050012) Economics and Management (S02) Business Administration P Czech Valašské Meziříčí 2 Compulsory study plan
2022/2023 (B0414A050001) Marketing (S02) Marketing and business P Czech Ostrava 1 Compulsory study plan
2022/2023 (B0414A050001) Marketing (S01) Marketing Communication P Czech Ostrava 1 Compulsory study plan
2022/2023 (B0414A050001) Marketing (S02) Marketing and business P Czech Šumperk 1 Compulsory study plan
2021/2022 (B0311A050004) Applied Economics (S02) Economic Development P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0311A050004) Applied Economics (S01) International Economic Relations P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0311A050015) Informatics in Economy P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0312A050001) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0411A050001) Accounting and Taxes P Czech Valašské Meziříčí 1 Compulsory study plan
2021/2022 (B0411A050001) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2021/2022 (B0412A050005) Finance P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0413A050012) Economics and Management (S04) Economics and Law in Business P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0413A050012) Economics and Management (S05) Sports management P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0413A050012) Economics and Management (S02) Business Administration P Czech Valašské Meziříčí 2 Compulsory study plan
2021/2022 (B0413A050012) Economics and Management (S03) Management P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0413A050012) Economics and Management (S02) Business Administration P Czech Ostrava 2 Compulsory study plan
2021/2022 (B0414A050001) Marketing (S02) Marketing and business P Czech Ostrava 1 Compulsory study plan
2021/2022 (B0414A050001) Marketing (S01) Marketing Communication P Czech Ostrava 1 Compulsory study plan
2020/2021 (B0311A050004) Applied Economics (S01) International Economic Relations P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0311A050004) Applied Economics (S02) Economic Development P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0312A050001) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0411A050001) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2020/2021 (B0412A050005) Finance P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S02) Business Administration P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S05) Sports management P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S02) Business Administration P Czech Valašské Meziříčí 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S03) Management P Czech Ostrava 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S04) Economics and Law in Business P Czech Ostrava 2 Compulsory study plan
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
2020/2021 (B6209) Systems Engineering and Informatics (6209R017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2019/2020 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2019/2020 (B0414A050001) Marketing (S02) Marketing and business P Czech Ostrava 1 Compulsory study plan
2019/2020 (B0414A050001) Marketing (S01) Marketing Communication P Czech Ostrava 1 Compulsory study plan
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
2019/2020 (B0311A050004) Applied Economics (S01) International Economic Relations P Czech Ostrava 2 Compulsory study plan
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
2019/2020 (B0413A050012) Economics and Management (S02) Business Administration P Czech Valašské Meziříčí 2 Compulsory study plan
2019/2020 (B0412A050005) Finance P Czech Ostrava 2 Compulsory study plan
2019/2020 (B0411A050001) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
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2019/2020 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2019/2020 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
2018/2019 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2018/2019 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2018/2019 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2017/2018 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2017/2018 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2017/2018 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration P Czech Ostrava 2 Compulsory study plan
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2017/2018 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Compulsory study plan
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
2016/2017 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
2016/2017 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2016/2017 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2016/2017 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2015/2016 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2015/2016 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2015/2016 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
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
2015/2016 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Uherské Hradiště 2 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 2 Compulsory study plan
2014/2015 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
2014/2015 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2014/2015 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
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
2014/2015 (B6209) Systems Engineering and Informatics P Czech Uherské Hradiště 1 Compulsory study plan
2014/2015 (B6208) Economics and Management (6501R006) Tourism Economics P Czech Uherské Hradiště 2 Compulsory study plan
2013/2014 (B6208) Economics and Management P Czech Ostrava 1 Compulsory study plan
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
2013/2014 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2013/2014 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6210R004) European Integration P Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Compulsory study plan
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
2011/2012 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 2 Compulsory study plan
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
2011/2012 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (B6234) Quantitative Methods and Decision Making in Economics P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (B6209) Systems Engineering and Informatics P Czech Valašské Meziříčí 1 Compulsory study plan
2010/2011 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (B6207) Quantitative Methods in Economics P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
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2010/2011 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2010/2011 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2010/2011 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2010/2011 (B6208) Economics and Management (6208R101) Sports Management (02) Sports Management P Czech Uherské Hradiště 1 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (7202R020) Economics Journalism P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6208) Economics and Management P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6209) Systems Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6207) Quantitative Methods in Economics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2009/2010 (B6208) Economics and Management (6208R101) Sports Management (02) Sports Management P Czech Uherské Hradiště 1 Compulsory study plan
2009/2010 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2009/2010 (B6208) Economics and Management P Czech Valašské Meziříčí 1 Compulsory study plan
2009/2010 (B6209) Systems Engineering and Informatics P Czech Valašské Meziříčí 1 Compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6210R004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
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
2009/2010 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6210R004) European Integration (01) European Integration P Czech Valašské Meziříčí 2 Compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (7202R020) Economics Journalism P Czech Ostrava 2 Compulsory study plan
2008/2009 (B6208) Economics and Management (6501R006) Tourism Economics (02) Tourism Economics P Czech Uherské Hradiště 1 Compulsory study plan
2008/2009 (B6208) Economics and Management P Czech Uherské Hradiště 1 Compulsory study plan
2008/2009 (B6208) Economics and Management (6208R101) Sports Management (02) Sports Management P Czech Uherské Hradiště 1 Compulsory study plan
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 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