151-0588/01 – Probability and Statistics B (PaStB)

Gurantor departmentDepartment of Mathematical Methods in EconomicsCredits4
Subject guarantorRNDr. Matěj Turčan, Ph.D.Subject version guarantorRNDr. Matěj Turčan, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year2Semestersummer
Study languageCzech
Year of introduction1992/1993Year of cancellation2009/2010
Intended for the facultiesEKFIntended for study typesMaster
Instruction secured by
LoginNameTuitorTeacher giving lectures
TUR30 RNDr. Matěj Turčan, 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

Teaching methods

Summary

The course Probability and Statictics B deals with the basic problems of descriptive statistics, methods of statistical inference, regression and correlation analysis and time series analysis for one- or multi-dimensional statistical set of data. It gives the base for ability to do some statistical explorations and then make some simple consequences for the whole population. It could be used in Economics especially for market research, product planning, quality control, forecasting, personal management and so on.

Compulsory literature:

1. Mendenhall, W. - Sincich, T.: Statistics for Engineering and the Sciences. New York, Macmillan Publishing Company, 1992. ISBN 0-02-946563-X. 2. Newbold, P.: Statistics for Business and Economics. London, Prentice-Hall Int. Lim., 1991. ISBN 0-13-850645-0. 3. 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. 4. Walpole, R. A.: Introduction to Statistics. New York, Macmillan Publishers, 1989. ISBN 0-02-424150-4.

Recommended literature:

Way of continuous check of knowledge in the course of semester

E-learning

Other requirements

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Descriptive measures for one dimensional statistical set of data. 2. Grouping a large set of data. Exploratory data analysis. 3. Sampling theory (population, random sample, sample statistics). 4. Estimation theory (point estimates, interval estimates). 5. Tests of hypotheses. One sample parametric tests. 6. Two samples parametric tests. Nonparametric tests. 7. Small set of values of two variables. 8. Large set of values of two variables (matrix of frequencies). 9. Spearman rank correlation coefficient. Contingency table. 10. Analysis of variance. 11. Regression and correlation analysis. Simple linear regression. Correlation and determination coefficients. 12. Simple nonlinear regression. Multiple regression (linear and nonlinear). Generalized correlation and determination coefficients. 13. Time series analysis . 14. Time series descriptive measures.

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 pointsMax. počet pokusů
Exercises evaluation and Examination Credit and Examination 100 (100) 51 3
        Exercises evaluation Credit 45 (45) 0 3
                Project Project 15  0 3
                Written exam Written test 30  0 3
        Examination Examination 55 (55) 0 3
                Written examination Written examination 55  0 3
Mandatory attendence participation:

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Conditions for subject completion and attendance at the exercises within ISP:

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Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2006/2007 (M6202) Economic Policy and Administration (6202T010) Finance P Czech Ostrava 2 Compulsory study plan
2004/2005 (M6202) Economic Policy and Administration (6201T004) Economics P Czech Ostrava 2 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner

Assessment of instruction

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