Experiment Design and Analysis Reference

Chapters

1. Introduction:
2. Overview:
3. Statistical Backround:
4. Simple Linear Regression Analysis:
5. Multiple Linear Regression Analysis:
6. Analysis of Experiments:
7. Two Level Factorial Experiments:
8. Other Factorial Designs:
9. Response Surface Methods:
10. Taguchi's Robust Parameter Design Method:
11. Reliability DOE:

Appendixes

Appendix A: ANOVA Calculations in Multiple Linear Regression:
Appendix B: Plackett-Burman Designs:
Appendix C: Taguchi's Orthogonal Arrays:
Appendix D: Alias Relations for Taguchi's Orthogonal Arrays:
Appendix E: Box-Behnken Designs:
Appendix F: References:
Appendix G: Glossary: