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Experiment Design and Analysis Reference

Chapter 1: DOE Overview
Chapter 2: Statistical Background on DOE
Chapter 3: Simple Linear Regression Analysis
Chapter 4: Multiple Linear Regression Analysis
Chapter 5: One Factor Designs
Chapter 6: General Full Factorial Designs
Chapter 7: Randomization and Blocking in DOE
Chapter 8: Two Level Factorial Experiments
Chapter 9: Highly Fractional Factorial Designs
Chapter 10: Response Surface Methods for Optimization
Chapter 11: Design Evaluation and Power Study
Chapter 12: Optimal Custom Designs
Chapter 13: Robust Parameter Design
Chapter 14: Reliability DOE for Life Tests
Chapter 15: Measurement System Analysis
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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