Basic materials are available on the educator's website:
http://homel.vsb.cz/~bri10,
Teaching,
Prob & Stat.pdf
Special Methods of Data Analysis
| Type of study | Follow-up MasterMaster |
|---|---|
| Language of instruction | English |
| Code | 470-8542/02 |
| Abbreviation | SMAD |
| Course title | Special Methods of Data Analysis |
| Credits | 5 |
| Coordinating department | Department of Applied Mathematics |
| Course coordinator | prof. Ing. Radim Briš, CSc. |
Osnova předmětu
Introduction to probability theory
Random Variable
Random Vector
Probability models for discrete random variable
Probability models for continous random variable
Statistical survey and exploratory analysis
Sample characteristics, Introduction to estimation theory
Hypothesis testing – principle
One-sample and two-samples parametric tests of hypothesis
Goodness of Fit tests
Tests for comparing more than two variances, ANOVA (one factor, two factors), Kruskal-Wallis test
Analysis of Independence
Introduction to Regression Analysis
Random Variable
Random Vector
Probability models for discrete random variable
Probability models for continous random variable
Statistical survey and exploratory analysis
Sample characteristics, Introduction to estimation theory
Hypothesis testing – principle
One-sample and two-samples parametric tests of hypothesis
Goodness of Fit tests
Tests for comparing more than two variances, ANOVA (one factor, two factors), Kruskal-Wallis test
Analysis of Independence
Introduction to Regression Analysis
E-learning
Povinná literatura
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
Dummer R.M.; Introduction to Statistical Science, script of VŠB-TUO FEI, 1998, ISBN 80-7078-497-0
Dummer R.M.; Introduction to Statistical Science, script of VŠB-TUO FEI, 1998, ISBN 80-7078-497-0
Doporučená literatura
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
James.L.Johnson; Probability and Statistics for Computer Science, Wiley 2003, ISBN 0-471-32672-0
James.L.Johnson; Probability and Statistics for Computer Science, Wiley 2003, ISBN 0-471-32672-0