# 151-0334/03 – 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 Requirement Compulsory Year 1 Semester winter Study language Czech Year of introduction 2019/2020 Year of cancellation Intended for the faculties EKF Intended for study types Follow-up Master
Instruction secured by
KUR138 Ing. Pavlína Forstová Kuráňová, Ph.D.
FRI02 doc. Ing. Václav Friedrich, Ph.D.
FUN01 Mgr. Taťána Funioková, 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.
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

Credit: - active participation in exercises - elaboration of ongoing tasks and their submission in electronic form - verification of practical skills by continuous test Examination - combined: theoretical part - verification of theoretical knowledge by electronic test practical part - written verification of practical skills (examples solving)

### E-learning

The course is supported by an interactive course in LMS Moodle. Ongoing tasks are submitted via LMS Moodle.

### Other requirements

Knowledge of statistics and probability theory in the range of the bachelor course (Statistics A). Mastering Microsoft Excel at intermediate level.

### Prerequisities

Subject has no prerequisities.

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

1. Population and random sampling. 2. Distribution of random sampling characteristics. 3. Estimates of population parameters. 4. Testing of statistical hypotheses. 5. One-sample parametric statistical tests. 6. Two-sample comparative parametric tests. 7. Analysis of variance (ANOVA). 8. Selected non-parametric tests. 9. Measurement of independence of categorical variables. 10. Simple linear correlation and regression. 11. Multiple linear regression and correlation. 12. Nonlinear regression models. 13. Time series analysis.

### Conditions for subject completion

Full-time form (validity from: 2019/2020 Winter semester)
Min. number of points
Credit and Examination Credit and Examination 100 (100) 51
Credit Credit 45 (45) 23
Autotesty Other task type 15  7
Souhrnná písemka Written test 30  16
Examination Examination 55 (55) 28
Teoretická část Written examination 15  8
Praktická část Written examination 40  20
Mandatory attendence parzicipation: Attendance at lectures is recommended. Seminars are compulsory, tolerated excusable absences are two exercises (4 hours) within the semester. Students with an Individual Study Plan (ISP) have the same study obligations as other students. In justified cases, the teacher may increase the tolerated absence at the seminars but up to 50%.

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### Occurrence in study plans

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2022/2023 (N0413A050014) Economics and Management (S02) Management P Czech Ostrava 1 Compulsory study plan
2022/2023 (N0414A050001) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2022/2023 (N0488A050004) Finance and Accounting (S01) Finance P Czech Ostrava 1 Compulsory study plan
2022/2023 (N0488A050004) Finance and Accounting (S02) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2022/2023 (N0688A050001) Information and Knowledge Management KM P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0311A050012) Applied economics (S02) Economic Development P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0311A050012) Applied economics (S01) International Economic Relations P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0312A050001) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0688A050001) Information and Knowledge Management KM P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0488A050004) Finance and Accounting (S01) Finance P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0488A050004) Finance and Accounting (S02) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0414A050001) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0413A050014) Economics and Management (S01) Business Administration P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0413A050014) Economics and Management (S02) Management P Czech Ostrava 1 Compulsory study plan
2021/2022 (N0413A050014) Economics and Management (S03) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0311A050012) Applied economics (S01) International Economic Relations P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0311A050012) Applied economics (S02) Economic Development P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0488A050004) Finance and Accounting (S01) Finance P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0488A050004) Finance and Accounting (S02) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0312A050001) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0413A050014) Economics and Management (S01) Business Administration P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0413A050014) Economics and Management (S02) Management P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0413A050014) Economics and Management (S03) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0414A050001) Marketing and Business P Czech Ostrava 1 Compulsory study plan
2020/2021 (N0688A050001) Information and Knowledge Management KM P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0312A050001) Public Economics and Administration P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0311A050012) Applied economics (S01) International Economic Relations P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0311A050012) Applied economics (S02) Economic Development P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0413A050014) Economics and Management (S03) Economics and Law in Business P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0413A050014) Economics and Management (S01) Business Administration P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0413A050014) Economics and Management (S02) Management P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0488A050004) Finance and Accounting (S01) Finance P Czech Ostrava 1 Compulsory study plan
2019/2020 (N0488A050004) Finance and Accounting (S02) Accounting and Taxes P Czech Ostrava 1 Compulsory study plan

### Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner