Basic materials are available on the educator's website:
http://homel.vsb.cz/~bri10
Statistics I
| Type of study | Bachelor |
|---|---|
| Language of instruction | Czech |
| Code | 470-2401/03 |
| Abbreviation | STA1 |
| Course title | Statistics I |
| Credits | 6 |
| Coordinating department | Department of Applied Mathematics |
| Course coordinator | Ing. Jan Kracík, Ph.D. |
Subject syllabus
Lectures:
Random sample
- Probability distributions of quadratic forms
- Random sample from normal distribution
- Confidence intervals for parameters of a normal distribution
Hypothesis testing
- Simple hypothesis
- Simple null hypothesis and Composite alternative hypothesis
Estimation theory
- Point estimates and their properties
- Sufficient statistics
- Maximum likelihood estimation, method of moments
Analysis of variance
- One-way analysis of variance
Regression analysis
- Linear regression
Excersises follow lectures.
Random sample
- Probability distributions of quadratic forms
- Random sample from normal distribution
- Confidence intervals for parameters of a normal distribution
Hypothesis testing
- Simple hypothesis
- Simple null hypothesis and Composite alternative hypothesis
Estimation theory
- Point estimates and their properties
- Sufficient statistics
- Maximum likelihood estimation, method of moments
Analysis of variance
- One-way analysis of variance
Regression analysis
- Linear regression
Excersises follow lectures.
E-learning
Literature
RAO, C. RADHAKRISHNA. Linear statistical inference and its applications. 2. ed., paperback ed. New York: Wiley, 2002. ISBN 0471218758 .
Briš R., Probability and Statistics for Engineers, 2011, electronics script, Project CZ.1.07/2.2.00/15.0132. Dostupné z http://homel.vsb.cz/~bri10/Teaching/Prob%20&%20Stat.pdf
TEETOR, Paul. R cookbook. Sebastopol, CA: O'Reilly, 2011. ISBN 9780596809157
Briš R., Probability and Statistics for Engineers, 2011, electronics script, Project CZ.1.07/2.2.00/15.0132. Dostupné z http://homel.vsb.cz/~bri10/Teaching/Prob%20&%20Stat.pdf
TEETOR, Paul. R cookbook. Sebastopol, CA: O'Reilly, 2011. ISBN 9780596809157
Advised literature
STERNSTEIN, Martin. Barron's AP statistics. 5th ed. Hauppauge, N.Y.: Barron's Educational Series, c2010. ISBN 978-0-7641-4089-1.