# 151-0304/01 – Applied Statistics (151304)

 Gurantor department Department of Mathematical Methods in Economics Credits 4 Subject guarantor RNDr. Anna Madryová, Ph.D. Subject version guarantor RNDr. Anna Madryová, 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 Bachelor
Instruction secured by
LoginNameTuitorTeacher giving lectures
KUB33 Mgr. Aleš Kubíček
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit 2+2

### Subject aims expressed by acquired skills and competences

- to extend knowledge from probability and statistics, - to develop practical exploitation of gained statistical knowledge at a processing of statistical data on a computer

Lectures
Tutorials

### Summary

Taught only in Czech. This course deepens and practises acquired basic knowledge from probability and statistics. The students learn how to explore quantitative and qualitative data on PC, how to estimate and test properties of population given the knowledge of its random sample and how to present results or solutions of practical cases by tables or graphs.

### Compulsory literature:

1. KVANLI, A.H., PAVUR, R.J., GUYNES, C.S. Introduction to Business Statistics: A Computer Integrated, Data Analysis Approach. New York: South-Western College Publishing, 2000. ISBN 0-324-01207-1.

### Recommended literature:

2. Wasserman, L. All of Statistics: A concise course in statistical inference. New York: Springer, 2004. ISBN 978-0-387-40272-7.

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

Na cvičeních účast aktivní, znalost probírané látky z přednášek, schopnost řešit s porozuměním zadané příklady, docházka alespoň 50%. Úkoly: Samostatné vypracování a úspěšné obhájení zadaných projektů. Každý projekt má 2 povinné části, výpočet v Excelu a slovní komentáře výsledků. Zápočet = body za projekty. Individuální studium: Nesplnění podmínky účasti na cvičeních nahrazeno úspěšnou ústní obhajobou projektů. Jinak podmínky stejné. Studenti, kteří opakují předmět, musí všechny povinnosti plnit znovu. Projekty musí být nové, včetně nových dat.

### E-learning

Studijní materiály budou přílohou e-mailů.

### Další požadavky na studenta

Other requirements on student are not.

### Prerequisities

Subject codeAbbreviationTitleRequirement
151-0303 Stat A Statistics A Recommended

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

Statistical survey. Sources and data presentation. Statistical software. 1-dimensional analysis of statistical data - quantitative variable. Frequency distributions. 1-dimensional analysis of statistical data - qualitative variable. 2-dimensional analysis of statistical data - quantitative variables 2-dimensional analysis of statistical data - qualitative variables. Mathematical Statistics. Random variable. Distribution and characteristics of random variables. Statistical inference. Random selection. Estimates of the parameters. Select the number of elements of random selection. Tests of statistical hypotheses - parametric, nonparametric. Analysis of variance. Regression analysis - linear and nonlinear. Time series analysis - an introduction.

### Conditions for subject completion

Full-time form (validity from: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation Credit 85  50
Mandatory attendence parzicipation:

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### Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2013/2014 (B6202) Economic Policy and Administration (6202R010) Finance P Czech Ostrava 3 Choice-compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 3 Choice-compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 3 Choice-compulsory study plan
2011/2012 (B6208) Economics and Management (6202R049) Accounting and Taxes (00) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2011/2012 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 3 Choice-compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 3 Choice-compulsory study plan
2011/2012 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 2 Compulsory study plan
2010/2011 (B6208) Economics and Management (6208R011) Economics and Law in Business P Czech Ostrava 2 Compulsory study plan
2010/2011 (B6208) Economics and Management (6202R049) Accounting and Taxes (00) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2010/2011 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 3 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 (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2010/2011 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 2 Compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6208) Economics and Management (6202R049) Accounting and Taxes (00) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2009/2010 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Compulsory study plan
2009/2010 (B6208) Economics and Management (6208R011) Economics and Law in Business P Czech Ostrava 2 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 (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 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 (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6202R049) Accounting and Taxes (00) Accounting and Taxes P Czech Ostrava 2 Choice-compulsory study plan
2008/2009 (B6208) Economics and Management (6208R011) Economics and Law in Business P Czech Ostrava 2 Compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R027) National Economy 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 2 Compulsory study plan
2007/2008 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 2 Compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 2 Compulsory study plan
2007/2008 (B6209) Systems Engineering and Informatics (6209R025) System Engineering and Informatics P Czech Ostrava 3 Compulsory study plan
2007/2008 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 2 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 (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2007/2008 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 2 Compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2006/2007 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 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 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2006/2007 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 2 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R020) Business Economics (01) Business Economics P Czech Valašské Meziříčí 2 Compulsory study plan
2006/2007 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 2 Compulsory study plan
2006/2007 (B6208) Economics and Management (6208R037) Management (00) Management 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 Choice-compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R027) National Economy P Czech Ostrava 2 Choice-compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R040) Regional Development P Czech Ostrava 2 Choice-compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Choice-compulsory study plan
2005/2006 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (00) Public Economics and Administration P Czech Ostrava 3 Choice-compulsory study plan
2005/2006 (B6207) Quantitative Methods in Economics (6207R015) Managerial and Decision Making Methods in Economics P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 2 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (00) Applied Informatics P Czech Ostrava 2 Compulsory study plan
2005/2006 (M6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 3 Choice-compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Valašské Meziříčí 2 Compulsory study plan
2005/2006 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R010) Finance (00) Finance P Czech Ostrava 2 Choice-compulsory study plan
2004/2005 (B6202) Economic Policy and Administration (6202R049) Accounting and Taxes (00) Účetnictví a daně P Czech Ostrava 2 Choice-compulsory study plan
2004/2005 (B6208) Economics and Management (6208R086) Enterprise Economics and Management P Czech Ostrava 2 Compulsory study plan
2004/2005 (M6209) Systems Engineering and Informatics (6201T004) Economics P Czech Ostrava 2 Choice-compulsory study plan
2004/2005 (B6208) Economics and Management (6208R037) Management (00) Management P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6208) Economics and Management (6201R004) Economics P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R020) Business Economics (00) Business Economics P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6209) Systems Engineering and Informatics (6209R001) Applied Informatics (01) Applied Infomatics P Czech Ostrava 2 Compulsory study plan

### Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner