# 151-0334/01 – Statistics B (Stat B)

 Gurantor department Department of Mathematical Methods in Economics Credits 5 Subject guarantor doc. Ing. Václav Friedrich, Ph.D. Subject version guarantor doc. Ing. Václav Friedrich, Ph.D. Study level undergraduate or graduate Study language Czech Year of introduction 1999/2000 Year of cancellation Intended for the faculties EKF Intended for study types Follow-up Master, Bachelor
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.
HRA30 RNDr. Pavel Hradecký, Ph.D.
KOZ214 Ing. Mgr. Petr Kozel, Ph.D.
LOR21 Mgr. Kristina Lorencová
MIH22 RNDr. Šárka Michalcová, Ph.D.
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 main objective of the course Statistics B is not only to learn basic knowledge of statistics, procedures and methods, but also to extend logical thinking. Upon successful completion of this course, students will acquire the following knowledge, skills and abilities: • they will gain the ability to understand data in relation to real world problems; • they will understand the uncertainty and variability of processes and their influence on decision making; • they will learn to analyse problems, propose a solution procedure, generalize the conclusions and evaluate the correctness of the results with respect to the given conditions; • they will be able to use appropriate statistical methods to find answers to questions and solutions of selected economic problems; • they will understand that mastery of statistical methods is necessary for every graduate of the Faculty of Economics.

### Teaching methods

Lectures
Individual consultations
Tutorials

### Summary

Statistics is an integral part of curricula at the economic faculties. It is also the necessary prerequisite to study other economic subjects. In the course Statistics B the knowledge of statistics and probability theory obtained in the bachelor‘s study is extended. The students will get acquainted with the system of economic indicators used in the Czech Republic and the EU, they will learn to process and analyse statistical data using methods of descriptive statistics and statistical induction (statistical estimates, tests), which are the basis of many techniques used in economy and business (market research, production planning, quality control, managerial decision making and forecasting, personnel policy, etc.). When working with data, appropriate statistical software is used.

### Compulsory literature:

ANDERSON, D.R., D.J. SWEENEY and T.A. WILLIAMS. Statistics for business and economics. 14th Edition. Stamford: Cengage Learning, 2019. ISBN 78-1337901062. ZAIONTZ C. Real Statistics Using Excel. www.real-statistics.com, 2018. Available from: http://www.real-statistics.com. TAYLOR, S.A. Business Statistics: for Non-Mathematicians. Second Edition. Basingstoke & New York: Palgrave Macmillan, 2007. ISBN 978-0230506466.

### Recommended literature:

NEWBOLD, P., W.L. CARLSON and B. THORNE. Statistics for business and economics. 8th ed. Harlow: Pearson Higher Education, 2012. ISBN 978-0273767060. KVANLI, A.H., R.J. PAVUR and K.B. KEELING. Introduction to business statistics: a Microsoft Excel integrated approach. 7th Edition. Mason: Thomson South-Western, 2006. ISBN 978-0324320398. MAZZOCCHI, M. Statistics for Marketing and Consumer Research. London: SAGE Publications, 2008. ISBN 978-1412911221.

### Way of continuous check of knowledge in the course of semester

Odevzdání 5 korespondenčních úkolů v elektronické podobě a 2 písemky za 1. část a 2. část semestru.

### E-learning

Předmět je podporován kurzem v prostrostření Moodle.

### Other requirements

Další požadavky na studenta nejsou.

### Prerequisities

Subject has no prerequisities.

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

1. Summarizing procedures for data describing 2. Summarizing random variables probability distributions 3. Sampling 4. Estimation 5. Hypothesis testing 6. Inference procedures for two populations 7. Nonparametric statistics 8. Goodness-of-fit-tests and contingency tables 9. Analysis of variance 10. Linear regression 11. Multiple regression 12. Time series analysis and forecasting 13. Additional topics in regression analysis

### Conditions for subject completion

Full-time form (validity from: 2011/2012 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
Exercises evaluation Credit 45 (45) 23
Písemka Written test 30  16
Projekt Project 15  7
Examination Examination 55 (55) 28
Written examination Written examination 40  20
Oral Written examination 15  8
Mandatory attendence parzicipation: Účast na přednáškách je doporučená, na cvičení je aspoň 80%.

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### Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2020/2021 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2019/2020 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2019/2020 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2016/2017 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6202T049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics (00) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6202T049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics (00) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6202T049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T101) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics (00) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T101) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics (00) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6208T101) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics (00) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T095) Economics and Law in Journalism P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2009/2010 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T101) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2008/2009 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Optional study plan
2007/2008 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6209) Systems Engineering and Informatics (1802T001) 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 2 Choice-compulsory study plan
2007/2008 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6208T101) Sports Management P Czech Ostrava 1 Choice-compulsory study plan
2007/2008 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Compulsory study plan
2006/2007 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 1 Choice-compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6202T040) Regional Development (00) Regional Development P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2006/2007 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2006/2007 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 2 Compulsory study plan
2005/2006 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6208) Economics and Management (6208T037) Management P Czech Šumperk 1 Compulsory study plan
2005/2006 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Compulsory study plan
2005/2006 (N6202) Economic Policy and Administration (6202T049) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (02) Accounting and Taxes P Czech Ostrava 2 Compulsory study plan
2004/2005 (M6208) Business and Management (6208T037) Management (02) Management P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6202) Economic Policy and Administration (6202T010) Finance (00) Finance P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6208) Economics and Management (6208T062) Marketing and Business (01) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 1 Compulsory study plan
2004/2005 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (02) Accounting and Taxes P Czech Ostrava 2 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 2020/2021 Full-time Czech Optional EKF - Faculty of Economics stu. block
Subject block without study plan - EKF - P - cs 2019/2020 Full-time Czech Optional EKF - Faculty of Economics stu. block
Subject block without study plan - EKF - P - cs 2016/2017 Full-time Czech Optional EKF - Faculty of Economics stu. block