Design of Experiments

Design of Experiments
639-3006/01
čeština Design of Experiments
639-3006/02
španělština Design of Experiments
639-3006/03
angličtina Design of Experiments
639-3006/04
čeština Design of Experiments
639-3006/05
čeština

Summary

The subject Design of experiments (DOE) expands the subject matter of regression analysis. Basic strategies of data preparation for regression models are discussed, as are full and fractional factorial plans. The emphasis is placed on the balance between statistical requirements and economic efficiency of data sampling. Construction of experimental plans is accompanied by the methodology of finding key inputs to the modelled process and their optimal set-up. The one-way and two-way analysis of variance (ANOVA) is also part of the subject. The generalizing chapters on dynamic planning and robust technology design are included.

Literature

BOX, G. E. P., W. G. HUNTER a J. S. HUNTER Statistics for Experimenters. NY: John Wiley & Sons, 1978. .
MONTGOMERY, D. C. Design and Analysis of Experiments. NY: Wiley, 2004.
ISBN 978-0-470-12866-4.

Advised literature

JIJU, A. Design of Experiments for Engineers and Scientists. Oxford: Butterworth Heinemann, 2003. .

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Language of instruction	čeština, španělština, angličtina, čeština, čeština
Code	639-3006
Abbreviation	DOE
Course title	Design of Experiments
Coordinating department	Department of Quality Management
Course coordinator	Ing. Mgr. Petra Halfarová, Ph.D.