Experiment Design and Analysis Reference
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ReliaSoft's Experiment Design and Analysis Reference
Chapter Index
DOE Overview
Statistical Background on DOE
Simple Linear Regression Analysis
Multiple Linear Regression Analysis
One Factor Designs
General Full Factorial Designs
Randomization and Blocking in DOE
Two Level Factorial Experiments
Highly Fractional Factorial Designs
Plackett-Burman Designs
Taguchi Orthogonal Arrays Designs
Response Surface Methods for Optimization
Design Evaluation and Power Study
Optimal Custom Designs
Robust Parameter Design
Mixture Design
Reliability DOE for Life Tests
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
Download this book as a print-ready *.pdf
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As a supplement to the reference book, the examples collection provides quick access to a variety of step-by-step examples that demonstrate how you can put the capabilities to work for you. Some of these examples also appear in the reference book.
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