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Statistika A

Typ studia	bakalářské
Jazyk výuky	angličtina
Kód	151-0503/04
Zkratka	StatA
Název předmětu česky	Statistika A
Název předmětu anglicky	Statistics A
Kreditů	5
Garantující katedra	Katedra matematických metod v ekonomice
Garant předmětu	doc. Ing. Václav Friedrich, Ph.D.

Osnova předmětu

1. An algebra of events.
Events, outcomes, the complement of an outcome. Operations over events.

2. Introduction to probability.
The addition law. Mutually exclusive events, conditional probability, independent events, the multiplication law. Bayes´ theorem.

3. Discrete random variables. Summary of discrete probability distributions.

4. Continuous random variables. Summary of continuous probability distributions.

5. Special cases of continuous distributions. Limit theorems.

6. Data, measurment. Summarizing data, graphs.

7. Numerical descriptive statistics. Measures of location.

8. Measures of dispersion.

9. Characteristics of shape of data sets.

10. Bivariate data, correlation coefficient.

11. Simple linear regression.

12. Populations, samples, statistical inference - preview.

13. Estimations. Point estimators, interval estimation of population characteristics.

14. Hypothesis testing - principles.

Povinná literatura

Teaching material of respective teachers.

Doporučená literatura

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.

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