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Fundamentals of applied statistics

Fundamentals of applied statistics
639-2013/01
čeština Fundamentals of applied statistics
639-2013/02
čeština Fundamentals of applied statistics
639-2013/03
angličtina

Anotace

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.

Povinná literatura

JAMES, G., D. WITTEN, T. HASTIE a R. TIBSHIRANI. An Introduction to Statistical Learning. NY: Springer, 2013. ISBN 978-1-4614-7138-7 .
SHESKIN, D. J. Handbook of Parametric and Nonparametric Statistical Procedures. NY: Chapman and Hall, 2003. ISBN 1-58488-440-1 .
BRUCE, P. and A. BRUCE. Practical Statistics for Data Scientists: 50 Essential Concepts. USA: O´Reilly Media, Inc. 2017. ISBN-13: 978-1491952962 

Doporučená literatura

MONTGOMERY, D. C. Applied Statistics and Probability for Engineers. NY: Wiley, 2010. ISBN-13 978-1-1185-3971-2 .


zpět na vyhledávání
Language of instruction čeština, čeština, angličtina
Code 639-2013
Abbreviation ZAS
Course title Fundamentals of applied statistics
Coordinating department Department of Quality Management
Course coordinator Ing. Mgr. Petra Halfarová, Ph.D.