| Course Unit Code | 151-0503/06 |
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| Number of ECTS Credits Allocated | 5 ECTS credits |
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| Type of Course Unit * | Choice-compulsory |
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| Level of Course Unit * | First Cycle |
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| Year of Study * | |
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| Semester when the Course Unit is delivered | Winter Semester |
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| Mode of Delivery | Face-to-face |
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| Language of Instruction | English |
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| Prerequisites and Co-Requisites | Course succeeds to compulsory courses of previous semester |
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| Name of Lecturer(s) | Personal ID | Name |
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| FRI02 | doc. Ing. Václav Friedrich, Ph.D. |
| S1A20 | prof. RNDr. Dana Šalounová, Ph.D. |
| Summary |
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| Learning Outcomes of the Course Unit |
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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.
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| Course Contents |
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1. Statistics and statistical thinking
2. Presentation of statistical data
3. Descriptive statistics of numerical data
4. Pooled and interval data
5. Association, contingency tables
6. Correlation and regression, time series
7. Probability and probability calculations
8. Conditional probability, decision trees
9. Random variable and probability distribution
10. Normal distribution, limit theorems
11. Basics of statistical inference |
| Recommended or Required Reading |
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| Required Reading: |
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| Teaching material of respective teachers. |
| Teaching material of respective teachers. |
| Recommended Reading: |
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ANDERSON, David Ray, Dennis J. SWEENEY a Thomas Arthur WILLIAMS. Statistics for business and economics. 11th ed., rev. Mason: South-Western Cengage Learning, c2012. ISBN 978-0-538-48164-9.
ROSS, Sheldon M. Introduction to probability and statistics for engineers and scientists. 4th ed. Amsterdam: Elsevier/Academic Press, c2009. ISBN 978-0-12-370483-2.
FREUND, Rudolf Jakob, William J. WILSON a Donna L. MOHR. Statistical methods. 3rd ed. Burlington: Elsevier/Academic Press, c2010. ISBN 978-0-12-374970-3. |
ANDERSON, David Ray, Dennis J. SWEENEY a Thomas Arthur WILLIAMS. Statistics for business and economics. 11th ed., rev. Mason: South-Western Cengage Learning, c2012. ISBN 978-0-538-48164-9.
ROSS, Sheldon M. Introduction to probability and statistics for engineers and scientists. 4th ed. Amsterdam: Elsevier/Academic Press, c2009. ISBN 978-0-12-370483-2.
FREUND, Rudolf Jakob, William J. WILSON a Donna L. MOHR. Statistical methods. 3rd ed. Burlington: Elsevier/Academic Press, c2010. ISBN 978-0-12-374970-3. |
| Planned learning activities and teaching methods |
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| Lectures, Tutorials |
| Assesment methods and criteria |
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| Tasks are not Defined |