Terminated in academic year 2009/2010

Special Methods of Data Analysis

Type of study	Master
Language of instruction	Czech
Code	457-0703/03
Abbreviation	SMAD
Course title	Special Methods of Data Analysis
Credits	5
Coordinating department	Department of Applied Mathematics
Course coordinator	prof. Ing. Radim Briš, CSc.

Subject syllabus

Exploratory data analysis, types of variables, Exploratory analysis of single discrete and continuous variables, summarization of distributions.
Statistical inference. Point and interval estimation, hypothesis testing, pure significance tests, p-values, two sample tests, paired difference tests.
One factor analysis of variance, ANOVA table, multiple comparisons, post hoc analysis.
ANOVA for two factors.
Linear regression models, least squares estimation of)parameters and properties of the estimates.
Multiple regression models.

Literature

Briš R., Škňouřilová P., Statistics I, Electronic script, 2008.
Dummer R.M.; Introduction to Statistical Science, skriptum VŠB-TUO FEI, 1998, ISBN 80-7078-497-0

Advised literature

Likeš J., Cyhelský L.Hindls R.; Úvod do statistiky a pravděpodobnosti, 1994, VŠE Praha, ISBN 80-7079-028-8.
Likeš J., Machek J., Počet pravděpodobnosti, SNTL Praha 1981.
Likeš J., Machek J., Matematická statistika, SNTL Praha 1983.

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