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Theory of Probability and Mathematical Statistics

Theory of Probability and Mathematical Statistics
639-0907/01
čeština Theory of Probability and Mathematical Statistics
639-0907/02
čeština Theory of Probability and Mathematical Statistics
639-0907/03
čeština Theory of Probability and Mathematical Statistics
639-0907/04
angličtina Theory of Probability and Mathematical Statistics
639-0907/05
angličtina Theory of Probability and Mathematical Statistics
639-0907/06
čeština Theory of Probability and Mathematical Statistics
639-0907/07
angličtina

Summary

The subject follows up on probability theory. It uses the tools of probability to present estimation of population parameters, hypothesis testing, modelling of technological processes with regression models and their assessment by correlation analysis. Multivariate regression is taught under the required theoretical conditions. Correlation analysis shows ways of measuring dependence for various types of variables.

Literature

JAMES, G., D. WITTEN, T. HASTIE and R. TIBSHIRANI. An Introduction to Statistical Learning. NY: Springer, 2013. ISBN 978-1-4614-7138-7 .
KUTNER, M. H.,CH. J. NACHTSHEIM and J. NETER. Applied Linear Regression Models. NY:McGraw-Hill, 2004. ISBN 0-07-301344-7 .
BOX,G. E. P.,HUNTER,W.G. and J.S. HUNTER. Statistics for Experimenters.
NY: Wiley&Sons, 1978. ISBN 0-471-09315-7 .

Advised literature

MONTGOMERY, D. C. Applied Statistics and Probability for Engineers. NY: Wiley, 2010. ISBN-13 978-1-1185-3971-2 .
SHESKIN, D. J. Handbook of Parametric and Nonparametric Statistical Procedures. NY: Chapman and Hall, 2003. ISBN 1-58488-440-1 .


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Language of instruction čeština, čeština, čeština, angličtina, angličtina, čeština, angličtina
Code 639-0907
Abbreviation TPMS
Course title Theory of Probability and Mathematical Statistics
Coordinating department Department of Quality Management
Course coordinator Ing. Filip Tošenovský, Ph.D.