Terminated in academic year 2020/2021

Basic Statistical Methods

Type of study	Bachelor
Language of instruction	Czech
Code	639-0420/01
Abbreviation	ZStM
Course title	Basic Statistical Methods
Credits	4
Coordinating department	Department of Quality Management
Course coordinator	prof. RNDr. Josef Tošenovský, CSc.

Subject syllabus

1. Discrete and Continuous Random Variables, Cumulative Distribution Function
2. Discrete and Continuous Uniform Distribution - Normal Distribution, Binomial Distribution, Hypergeometric Distribution
3. Functions of Random Variables - Student's t-distribution, F-distribution, Pearson distribution
4. Random Sampling, Data Description - Mean, Variance, Standard Deviation, Median, Others
5. Histogram
6. Quantile
7. Graphical Methods for Data Analysis
8. Point Estimation of Parameters, Statistical Intervals fot a Single Sample
9. Tests of Hypotheses for a Single Sample
10. F - test, t - test
11. Normality Test
12.Test for Outliers
13. Autocorrelation Test
14. Multiple Linear Regression
15. Correlation analysis, Test of Independence in Contingency Tables

E-learning

www FMMI

Literature

1. PARZEN,E.: Modern Probability Theory and Its Applications. NY, J.Wiley,
1960.
2. SHESKIN,D.J.: Handbook of Parametric and Nonparametric Statistical
Procedures. Chapmanand Hall, USA 2003.

Advised literature

1. Montgomery, D. C.: Applied Statistics and Probability for Engineers. NY, Wiley, 2010. ISBN: 978-0-470-50578-6
2. Johnson, R.A.: Statistics: Principles and Methods, 5th Edition. Wiley, 2006.
3. Montgomery, D.C., Runger, G.C., Hubele, N.F.: Engineering Statistics, 4th Edition. Wiley, 2007.

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