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Ukončeno v akademickém roce 2018/2019

Design of Experiments

Type of study Follow-up Master
Language of instruction Czech
Code 639-0806/02
Abbreviation DOE
Course title Design of Experiments
Credits 4
Coordinating department Department of Quality Management
Course coordinator prof. RNDr. Josef Tošenovský, CSc.

Osnova předmětu

1. ANOVA - Experiments with a Single Factors
2. ANOVA - The Latin Square Design
3. Introduction to Factorial Design
4. The 2^k Factorial Design.
5. Two-Level Fractional Design
6. The One-Half Fraction of the 2^k Design
7. Blocking and Confounding in the 2^k Factorial Design
8. Blocking a Replicated in the 2^k Factorial Design
9. Response Surface Methods
10. Three-Level and Mixed Level Factorial Design
11. Robust Design
12. Box–Behnken design
13. Plots in DOE

E-learning

www of FMMI

Povinná literatura

1. Box,G.-Hunter,W.G.-Hunter,J.S.: Statistics for experiments.
John Wiley &Sons, NY 1978, 653s.
2. Montgomery, D.C.: Design and Analysis of Experiments. Wiley, NY, 2004.

Doporučená literatura

1. Jiju, A,: Design of Experiments for Engineers and Scientis. Oxfortd.
Butterworth Heinemann. 2003. ISBN: 0-7506-4709-0 
2. Box, G.E.P.: Statistics for Experimenters: Design, Innovation, and
Discovery, Second Edition. NY, Wiley, 2007. ISBN: 978-0-470-57091-3 
3. Myers, R.H., Montgomery, D.C., Anderson-Cook, Ch.M.: Response Surface
Methodology: Process and Product Optimization Using Designed Experiments,
3rd Edition. NY, Wiley, 2009. ISBN: 978-0-470-17446-3 .
4. Street, D.J., Burgess, L.: The Construction of Optimal Stated Choice
Experiments: Theory and Methods. NY, Wiley, 2007. ISBN: 978-0-470-05332-4 .