Experiment Design and Analysis Reference

1. DOE Overview
2. Statistical Background on DOE
3. Simple Linear Regression Analysis
4. Multiple Linear Regression Analysis
5. One Factor Designs
6. General Full Factorial Designs
7. Randomization and Blocking in DOE
8. Two Level Factorial Experiments
9. Highly Fractional Factorial Designs
   • Plackett-Burman Designs
   • Taguchi Orthogonal Arrays Designs
10. Response Surface Methods for Optimization
11. Design Evaluation and Power Study
12. Optimal Custom Designs
13. Robust Parameter Design
14. Mixture Design
15. Reliability DOE for Life Tests
16. Measurement System Analysis
17. Appendices
    • Appendix A: ANOVA Calculations in Multiple Linear Regression
    • Appendix B: Use of Regression to Calculate Sum of Squares
    • Appendix C: Plackett-Burman Designs
    • Appendix D: Taguchi's Orthogonal Arrays
    • Appendix E: Alias Relations for Taguchi's Orthogonal Arrays
    • Appendix F: Box-Behnken Designs
    • Appendix G: Glossary
    • Appendix H: References

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