151-0503/01 – Statistics A (StatA)

Gurantor departmentDepartment of Mathematical Methods in EconomicsCredits5
Subject guarantorprof. RNDr. Dana Šalounová, Ph.D.Subject version guarantorRNDr. Matěj Turčan, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semestersummer
Study languageCzech
Year of introduction1999/2000Year of cancellation2009/2010
Intended for the facultiesEKFIntended for study typesBachelor
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 aim is -to learn students how to present a set of data by tables, graphs and descriptive measures, -to make them acquainted with some parts of probability theory, especially with the term random variable, that is one of tools for description of uncertainity of real economical situations, -to make them able to use basic types of probability distributions for solution of practical cases, -to make them know the principles of some methods of statistical inference and use them for estimating and testing population parameters, -to give the view of regression and correlation analysis.

Teaching methods

Lectures
Tutorials

Summary

Předmět představuje vstupní kurs do problematiky pravděpodobnosti a statistiky. Poskytuje základy k dovednosti popisovat náhodné procesy v ekonomii pomocí náhodných proměnných. Seznamuje se základy deskriptivní statistiky, statistické indukce, regresní analýzy, korelační analýzy.

Compulsory literature:

Teaching material 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

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Statistics, Statistical Data – Classification, Collection, Data Sources, Population Versus Sample, Stem and Leaf Diagram 2. Data Presentation, Set of Values of One Variable - Range, Frequency Distribution, Cumulative, Relative, Relative Cumulative Frequencies and Its Graphs 3. Descriptive Measures for One Dimensional Statistical Set of Data, Exploratory Data Analysis 4. Algebra of Events, Concept of Probability 5. Probability Theory, Succession of Independent Events, Total Probability, Bayes´ Rule 6. Random Variable (Types of Random Variables, Distribution Function, Probability Function, Density Function) and Discrete Probability Distributions (Uniform, Binomial, Hypergeometric, Pascal´s, Poisson´s). 7. Continuous Probability Distributions (Uniform, Exponential, Normal,) Approximation of Binomial Distribution 8. Statistical Inference, Sampling Theory, Limit Theorem, Estimation Theory (Point Estimates, Interval Estimates) 9. Tests of Hypotheses, One Sample Parametric Tests for Mean and Variance 10. Bivariate Data and Correlation Analysis, Correlation Coefficient 11. Simple Linear Regression, Determination Coefficient 12. Time Series Analysis, Components, Combining the Components 13. Index Numbers, Price and Quantity Indexes

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (145) 51
        Examination Examination 100  0
        Exercises evaluation Credit 45  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2007/2008 (B6202) Economic Policy and Administration (6202R010) Finance (01) Finance P Czech Ostrava 2 Compulsory study plan
2004/2005 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6208) Economics and Management (6208R101) Sports Management (01) Sports Management P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6208) Economics and Management (6201R004) Economics P Czech Ostrava 1 Compulsory study plan
2003/2004 (B6202) Economic Policy and Administration (6201R004) Economics P Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner