151-0360/01 – Data analysis for diploma thesis (ADDP)

Gurantor departmentDepartment of Mathematical Methods in EconomicsCredits3
Subject guarantorRNDr. Marek Pomp, Ph.D.Subject version guarantorprof. RNDr. Dana Šalounová, Ph.D.
Study levelundergraduate or graduateRequirementChoice-compulsory
Year2Semesterwinter
Study languageCzech
Year of introduction2010/2011Year of cancellation2022/2023
Intended for the facultiesEKFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
FRI02 doc. Ing. Václav Friedrich, Ph.D.
POM68 RNDr. Marek Pomp, Ph.D.
S1A20 prof. RNDr. Dana Šalounová, Ph.D.
SED02 doc. Ing. Petr Seďa, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit 0+2

Subject aims expressed by acquired skills and competences

Students will be able to create and modify datasets in SPSS or Excel, analyse them, interpret and present outcomes.

Teaching methods

Lectures
Tutorials
Other activities

Summary

The aim of the subject is to acquaint students with tools of software R for analysis both numeric and non-numeric data. The choise of methods is oriented to data processing from marketing and sociological research needed for master's thesis. The subject is based on knowledge from the subject Statistika A and Statisitka B. Used software: R.

Compulsory literature:

NEWBOLD, Paul; CARLSON, William Lee a THORNE, Betty. Statistics for business and economics. 8th ed., global ed. Always learning. Harlow: Pearson Education, c2013. ISBN 978-0-273-76706-0. MARTIN, Vance; HURN, Stan a HARRIS, David. Econometric modelling with time series: specification, estimation and testing. Themes in modern econometrics. New York: Cambridge University Press, 2013. ISBN 978-0-521-19660-4. WOOLDRIDGE, Jeffrey M. Introductory econometrics: a modern approach. 4th ed. Mason: South-Western Cengage Learning, c2009. ISBN 978-0-324-66054-8.

Recommended literature:

Hodeghatta, Umesh R, and Nayak, Umesha. Business Analytics Using R - A Practical Approach. Apress, 2016. GANDRUD, Christopher. Reproducible research with R and RStudio. Second edition. Chapman & Hall/CRC the R series. Boca Raton: CRC Press, Taylor & Francis Group, [2015]. ISBN 978-1-4987-1537-9. XIE, Yihui. Dynamic documents with R and knitr. Second edition. Chapman & Hall/CRC the R series. Boca Raton: CRC Press, Taylor & Francis, [2016]. ISBN 978-1-4987-1696-3.

Way of continuous check of knowledge in the course of semester

Practical excercises.

E-learning

Other requirements

Statistics B is needed.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Design of research - sample methods, research hypothesis, sample size. 2. Data collections, creating a data file and entering data in SPSS or R, describing data sets, missing data, modyfying a data file, transforming variables. 3. Descriptive statistics, exploratory analysis, tables, graphs. 4. Principle of table and graphs creating with respect to their presentation. 5. Hypothesis testing on probability distribution. 6. Tests of independence of nominal variables. 7. Tests of independence of continuous variable, correlation, regression. 8. Comparing groups, independent samples, paired samples. 9. One-sided dependence, logistic regression. 10. Output processing, pivoting tables, editing charts and graphs, exporting of outputs to another programs.

Conditions for subject completion

Full-time form (validity from: 2010/2011 Winter semester, validity until: 2022/2023 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of pointsMax. počet pokusů
Exercises evaluation Credit 85  85 2
Mandatory attendence participation: 100 %

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Conditions for subject completion and attendance at the exercises within ISP: Like all the other students.

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Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2020/2021 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2020/2021 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2019/2020 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2018/2019 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T055) Public Economics and Administration P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2017/2018 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2016/2017 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Choice-compulsory study plan
2015/2016 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N6208) Economics and Management (6202T049) Accounting and Taxes P Czech Ostrava 1 Choice-compulsory study plan
2014/2015 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2014/2015 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6208) Economics and Management (6208T020) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6210T004) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2013/2014 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2012/2013 (N6209) Systems Engineering and Informatics (1802T001) Applied Informatics P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T037) Management (00) Management P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T011) Economics and Law in Business P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T020) Business Economics (00) Business Economics P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (N6208) Economics and Management (6208T037) Management P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6210T004) European Integration (00) European Integration P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (N6202) Economic Policy and Administration (6202T027) National Economy (00) National Economy P Czech Ostrava 2 Choice-compulsory study plan

Occurrence in special blocks

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Assessment of instruction



2019/2020 Winter
2018/2019 Winter
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2016/2017 Winter
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2013/2014 Winter
2011/2012 Winter