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Probability and Statistics

Type of study Bachelor
Language of instruction Czech
Code 230-0205/03
Abbreviation PaSt
Course title Probability and Statistics
Credits 5
Coordinating department Department of Mathematics
Course coordinator RNDr. Radomír Paláček, Ph.D.

Osnova předmětu

Syllabus of lecture

Combinatorics. Random events and their operations.
Probabilities of random events - clasical, geometrical, statistical. Conditional probability. Composite probability.
Bernoulli sequence of independent random trials. Bayes formula.
Discrete and continuous random variable. Probability mass and density function. Probability distribution funciton.
Characteristics of random variables.
Basic types of probability distributions of discrete and continuous random variables.
Random vectors, their probabilities distribution and characteristics.
Processing of the statistical sample.
Random selection, point and interval estimates.
Testing of hypothesis - parametrical and nonparametrical tests.
Linear regression. Least square method.

Povinná literatura

Kučera, Radek: Mathematics III, VŠB – TUO, Ostrava 2005, ISBN 80-248-0802-1
http://mdg.vsb.cz/portal/en/Statistics1.pdf

Doporučená literatura

Kučera, Radek: Mathematics III, VŠB – TUO, Ostrava 2005, ISBN 80-248-0802-1