Terminated in academic year 2018/2019
Design of Experiments
| Type of study | Follow-up Master |
|---|---|
| Language of instruction | Czech |
| Code | 639-0806/01 |
| Abbreviation | DOE |
| Course title | Design of Experiments |
| Credits | 4 |
| Coordinating department | Department of Quality Management |
| Course coordinator | prof. RNDr. Josef Tošenovský, CSc. |
Subject syllabus
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
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
Literature
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.
John Wiley &Sons, NY 1978, 653s.
2. Montgomery, D.C.: Design and Analysis of Experiments. Wiley, NY, 2004.
Advised literature
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 .
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 .