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
Terminated in academic year 2009/2010
Special Methods of Data Analysis
| Type of study | Master |
|---|---|
| Language of instruction | Czech |
| Code | 457-0703/01 |
| 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.
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
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.
Likeš J., Machek J., Počet pravděpodobnosti, SNTL Praha 1981.
Likeš J., Machek J., Matematická statistika, SNTL Praha 1983.