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Ukončeno v akademickém roce 2020/2021

Statistical Processing of Experimental Data

Type of study Doctoral
Language of instruction Czech
Code 639-0930/03
Abbreviation SZED
Course title Statistical Processing of Experimental Data
Credits 10
Coordinating department Department of Quality Management
Course coordinator prof. RNDr. Josef Tošenovský, CSc.

Osnova předmětu

The goal is to teach students the basics theory of probability and
mathematical statistics in scope, allowing qualified processing
experimental data.

Povinná literatura

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.andHUNTER,J.S. Statistics for Experimenters.
NY: Wiley&Sons, 1978. ISBN 0-471-09315-7 .
JAMES, G., D. WITTEN, T. HASTIE a R. TIBSHIRANI. An Introductuion to Statistical Learning. NY: Springer, 2013. ISBN 978-1-4614-7138-7 .
DRAPER, N. R. and H. SMITH. Applied Regression Analysis. NY: Wiley, 1998. ISBN 978-0471170822 .
RYAN, T. P. Modern Regression Methods. NY: Wiley, 2008. ISBN 978-0470550441 .

Doporučená literatura

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 .