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.
Basic Statistical Methods
| Language of instruction | čeština |
|---|---|
| Code | 639-0420 |
| Abbreviation | ZStM |
| Course title | Basic Statistical Methods |
| Coordinating department | Department of Quality Management |
| Course coordinator | prof. RNDr. Josef Tošenovský, CSc. |
Summary
Random variable. Functions p, f, F. Basic distributions. Distribution F,t,Chi square.Histograms.Descriptive statistics. Percentiles, quartiles.Confidence interval.Chi-square test. Kolmogorov-Smirnov test. Shapiro-Wilk test. Sign test. Kruscal-Walis test. The Wilcoxon test.Linear regression analysis simple. Multiple regression analysis. Diagnostic checks and model.Durbin-Watson statistic.Analysis of variance. Forecasting.Covariance and correlation. Pearson correlation coefficient. Spearman correlation. Contingency tables.
Literature
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. ISBN 978-0-471-65682-1
3. Montgomery, D.C., Runger, G.C., Hubele, N.F.: Engineering Statistics, 4th Edition. Wiley, 2007. ISBN 978-0-471-73557-1
2. Johnson, R.A.: Statistics: Principles and Methods, 5th Edition. Wiley, 2006. ISBN 978-0-471-65682-1
3. Montgomery, D.C., Runger, G.C., Hubele, N.F.: Engineering Statistics, 4th Edition. Wiley, 2007. ISBN 978-0-471-73557-1