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	prof. Ing. Radim Briš, CSc.

Osnova předmětu

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

Basic materials are available on the educator's website:
http://homel.vsb.cz/~bri10

Povinná literatura

RAO, C. RADHAKRISHNA. Linear statistical inference and its applications. 2. ed., paperback ed. New York: Wiley, 2002. .

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

Doporučená literatura

STERNSTEIN, Martin. Barron's AP statistics. 5th ed. Hauppauge, N.Y.: Barron's Educational Series, c2010. ISBN 978-0-7641-4089-1.

zpět na vyhledávání