Skip to main content
Skip header
Terminated in academic year 2019/2020

Statistical Processing of Experimental Data

Type of study Doctoral
Language of instruction Czech
Code 639-0930/06
Abbreviation SZED
Course title Statistical Processing of Experimental Data
Credits 10
Coordinating department Department of Quality Management
Course coordinator prof. RNDr. Josef Tošenovský, CSc.

Subject syllabus

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

Literature

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 .

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 .