# 151-0403/02 – Statistics A (STA)

 Gurantor department Department of Mathematical Methods in Economics Credits 5 Subject guarantor prof. RNDr. Dana Šalounová, Ph.D. Subject version guarantor RNDr. Marek Pomp, Ph.D. Study level undergraduate or graduate Study language Czech Year of introduction 2007/2008 Year of cancellation Intended for the faculties EKF Intended for study types Bachelor
Instruction secured by
FRI02 doc. Ing. Václav Friedrich, Ph.D.
HAN0001 Mgr. Vít Hanák
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
Part-time Credit and Examination 6+6

### Subject aims expressed by acquired skills and competences

- To identify then problems that could be solved by statistical methods - To understand and describe the most efficient way of solving the problem - To obtain the knowledge how to do statistical survey i.e.how to collect the data – how to make random sample and how to arrange, classify and describe the data - To describe the information about random sample, calculate the basic desctiptive measures and to construct the graphs describing the distribution of the sample data - To understand the theoretical base of statistical methods the probability Theory, especially the noun of random variable - To distinguish and describe the basic types of random variable distributions - To understand and be able to use the basic methods of statistical inference - To use the knowlegde of sample mean and variance to formulate the test hypotheses about population mean and variance and make decisions - To undestand the principles and be able to find the point estimates and confidence intervals for the population mean and variance - To be able to make the decision using the previous knowledge and ability to solve the real problems

Lectures
Tutorials
Project work

### Summary

Předmět představuje vstupní kurs do problematiky pravděpodobnosti a statistiky. Poskytuje základy k dovednosti popisovat náhodné procesy v ekonomii pomocí náhodných proměnných a náhodných vektorů. Seznamuje se základy deskriptivní statistiky, statistické indukce, regresní analýzy, korelační analýzy pro statistická data jedno i vícerozměrná. Poskytuje návod jak provádět statistická šetření a na jejich základě vyslovovat závěry o celé populaci. Tyto postupy jsou základem mnoha technik používaných v ekonomice (rozhodování, plánování výroby, průzkum trhu, kontrola jakosti, prognostika, personální politika apod.).

### Compulsory literature:

Šalounová, Dana. Úvod do pravděpodobnosti a statistiky. Ostrava: VŠB-TU Ostrava, 2013.ISBN 978-80-248-3067-4 Teaching materials of respective teachers

### Recommended literature:

Anderson, D.R., Sweeney, D.J., Williams, T.A.: Statistics for Business and Economics. South-Western, 2011, ISBN 978-053-848164-9. Ross, S.M.: Introduction to Probability and Statistics for Engineers and Scientists. Academic Press/Elsevier, 2009, ISBN 9780123704832. Freund, R., Mohr, D., Wilson, W.: Statistical Methods, Elsevier, 2010. ISBN 978-012-374970-3.

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

Vypracování korespondenčních úkolů a jejich odevzdání v elektronické podobě.

### Other requirements

Odevzdání a obhájení projektů, zadaných vyučujícím.

### Prerequisities

Subject codeAbbreviationTitleRequirement
151-0400 MatKomb Mathematics A Compulsory

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

1. Deskriptivní statistika - Motivační úvod, typy statistických dat, populace, výběr. - Jednorozměrný statistický soubor, jeho zpracování, grafické znázornění a číselné charakteristiky. Průzkumová analýza dat. - Dvojrozměrný statistický soubor, míry závislosti kvantitativních znaků, korelační nůžky, základy regresní a korelační analýzy . 2. Základy teorie pravděpodobnosti - Jevová algebra. Pravděpodobnost. - Náhodná proměnná, její typy a typy jejich rozdělení. Centrální limitní věta. 3. Statistická indukce - Náhodný výběr. Bodové a intervalové odhady střední hodnoty a rozptylu populace. - Testování základních parametrů rozložení populace. Obsah předmětu je rovnocenný s předmětem 151 303 Statistika A.

### Conditions for subject completion

Part-time form (validity from: 2010/2011 Winter semester)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
Exercises evaluation Credit 30  16
Examination Examination 70  35
Mandatory attendence parzicipation:

Show history

### Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2020/2021 (B0312A050001) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2020/2021 (B0312A050001) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2020/2021 (B0312A050001) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S02) Business Administration K Czech Ostrava 2 Compulsory study plan
2020/2021 (B0413A050012) Economics and Management (S03) Management K Czech Ostrava 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2019/2020 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2019/2020 (B0312A050001) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2019/2020 (B0413A050012) Economics and Management (S03) Management K Czech Ostrava 2 Compulsory study plan
2019/2020 (B0312A050001) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2019/2020 (B0312A050001) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2019/2020 (B0311A050004) Applied Economics (S01) International Economic Relations K Czech Ostrava 2 Compulsory study plan
2019/2020 (B0413A050012) Economics and Management (S02) Business Administration K Czech Ostrava 2 Compulsory study plan
2019/2020 (B0311A050004) Applied Economics (S02) Economic Development K Czech Ostrava 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2018/2019 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2018/2019 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2017/2018 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2017/2018 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2016/2017 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Valašské Meziříčí 2 Compulsory study plan
2016/2017 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2015/2016 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2015/2016 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2014/2015 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2014/2015 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2013/2014 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2013/2014 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2012/2013 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2012/2013 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2011/2012 (B6202) Economic Policy and Administration (6210R004) European Integration (02) European Integration K Czech Ostrava 2 Compulsory study plan
2011/2012 (B6208) Economics and Management K Czech Ostrava 1 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6210R004) European Integration (02) European Integration K Czech Ostrava 2 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2010/2011 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K Czech Ostrava 2 Compulsory study plan
2009/2010 (B6202) Economic Policy and Administration (6210R004) European Integration (02) European Integration K Czech Ostrava 2 Compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (01) Public Economics and Administration K Czech Šumperk 2 Compulsory study plan
2008/2009 (B6202) Economic Policy and Administration (6202R055) Public Economics and Administration (02) Public Economics and Administration K 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 - K - cs 2020/2021 Part-time Czech Optional EKF - Faculty of Economics stu. block
Subject block without study plan - EKF - K - cs 2019/2020 Part-time Czech Optional EKF - Faculty of Economics stu. block