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MAT-51646 Design of Experiments, 4 cr |
Keijo Ruohonen
Lecture times and places | Target group recommended to | |
Implementation 1 |
Periods 0 0 0 |
Closed-book written exam.
Completion parts must belong to the same implementation
Design of quantitative experiments, in particular response surface methods.
Content | Core content | Complementary knowledge | Specialist knowledge |
1. | Regression analysis. | Small sampling methods. | |
2. | Response optimization. | ||
3. | Design of statistical experiments (e.g. Simplex, Plackett-Burman, 2k, CCD, D-optimum experiments). | ||
4. | Use of a statistical program (MATLAB, JMP). |
Type | Name | Author | ISBN | URL | Edition, availability, ... | Examination material | Language |
Book | Response Surface Methodology | Myers, R.H. & Montgomery, D.C. | English | ||||
Other online content | Home page | English | |||||
Summary of lectures | Tilastollinen kokeiden suunnittelu ja otanta | Ruohonen, K. | Suomi | ||||
Summary of lectures | Tilastollinen vastepintamallinnus | Piché, R. & Ruohonen, K. | Suomi |
Course | Corresponds course | Description |
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Description | Methods of instruction | Implementation | |
Implementation 1 |