# 151-0534/01 – Statistics B (Stcs B)

 Gurantor department Department of Mathematical Methods in Economics Credits 5 Subject guarantor doc. Ing. Václav Friedrich, Ph.D. Subject version guarantor Mgr. Taťána Funioková, Ph.D. Study level undergraduate or graduate Requirement Choice-compulsory Year Semester summer Study language English Year of introduction 1999/2000 Year of cancellation 2022/2023 Intended for the faculties EKF Intended for study types Follow-up Master
Instruction secured by
FUN01 Mgr. Taťána Funioková, 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:

CAMM, J. D. et all. Statistics for business and economics. 15th Edition. Boston: Cengage Learning, 2023. ISBN 978-0357715857. ROWNTREE, D. Statistics without Tears: An Introduction for Non-Mathematicians. London: Penguin UK, 2018. ISBN 978-0141987491. ZAIONTZ C. Real Statistics Using Excel Succinctly. [online] Morrisville: Syncfusion, 2015. ISBN 978-1-64200-078-8. Available from: https://www.syncfusion.com/succinctly-free-ebooks/statistics.

### Recommended literature:

ANDERSON, D. et all. Statistics for business and economics. 5th ed. Boston: Cengage Learning EMEA, 2020. ISBN 978-1473768451. SALKIND, N. J. and B. B. FREY. Statistics for People Who (Think They) Hate Statistics: Using Microsoft Excel. Fifth Edition. Thousand Oaks: SAGE, 2021. ISBN 978-1071803882. FROST, J. Hypothesis Testing: An Intuitive Guide for Making Data Driven Decisions. State College (PA): Statistics by Jim Publishing, 2020. ISBN 978-1735431154.

### Other requirements

1 comprehensive test and 12 pieces of homework during the semester.

### Prerequisities

Subject has no prerequisities.

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

1. Summarizing Procedures for Data Describing 2. Measures of Central Tendency, Variability and Shape 3. Sampling 4. Estimation and Sample Size Determination 5. One-Sample Hypothesis Testing 6. Two- Sample Hypothesis Testing 7. Non-Parametric Hypothesis Testing 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. Index Numbers 14. Some Additional Topics

### Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester, validity until: 2009/2010 Summer semester)
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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### Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2019/2020 (N6208) Economics and Management (6208T062) Marketing and Business P English Ostrava 1 Compulsory study plan
2018/2019 (N6208) Economics and Management (6208T062) Marketing and Business P English Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T027) National Economy P English Ostrava 1 Compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T010) Finance P English Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T027) National Economy P English Ostrava 1 Compulsory study plan
2017/2018 (N6208) Economics and Management (6208T062) Marketing and Business P English Ostrava 1 Compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T010) Finance P English Ostrava 1 Compulsory study plan
2016/2017 (N6208) Economics and Management (6208T062) Marketing and Business P English Ostrava 1 Compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T010) Finance P English Ostrava 1 Compulsory study plan
2015/2016 (N6208) Economics and Management (6208T062) Marketing and Business P English Ostrava 1 Compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T010) Finance P English Ostrava 1 Compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T010) Finance (01) Finance P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T062) Marketing and Business (00) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2014/2015 (N6208) Economics and Management (6208T062) Marketing and Business P Czech Ostrava 1 Choice-compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T010) Finance (01) Finance 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
2012/2013 (N6202) Economic Policy and Administration (6202T010) Finance (01) Finance P Czech Ostrava 1 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 (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 (N6208) Economics and Management (6208T062) Marketing and Business (00) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T010) Finance (01) Finance P Czech Ostrava 1 Compulsory study plan
2009/2010 (N6202) Economic Policy and Administration (6202T010) Finance (01) Finance P Czech Ostrava 1 Compulsory study plan
2009/2010 (N6208) Economics and Management (6208T062) Marketing and Business (00) Marketing and Business P Czech Ostrava 2 Compulsory 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 (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 Choice-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

### Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
Subject block without study plan - EKF - P - en 2020/2021 Full-time English Optional EKF - Faculty of Economics stu. block