Experiment Design and Analysis Reference

1. Overview
2. Statistical Background on DOE
3. Simple Linear Regression Analysis
4. Multiple Linear Regression Analysis
5. ANOVA for Designed Experiments
6. Two Level Factorial Experiments
7. Highly Fractional Factorial Designs
8. Response Surface Methods for Optimization
9. Robust Parameter Design
10. Reliability DOE for Life Tests

Appendixes

1. Appendix A: ANOVA Calculations in Multiple Linear Regression
2. Appendix B: Plackett-Burman Designs
3. Appendix C: Taguchi's Orthogonal Arrays
4. Appendix D: Alias Relations for Taguchi's Orthogonal Arrays
5. Appendix E: Box-Behnken Designs
6. Appendix F: References
7. Appendix G: Glossary