Design and Analysis of Experiments

Chapter 1. Introduction.Chapter 2. Simple Comparative Experiments.Chapter 3. Experiments with a Single Factor: The Analysis of Variance.Chapter 4. Randomized Blocks, Latin Squares, and Related Designs.Chapter 5. Introduction to Factorial Designs.Chapter 6. The 2^k Factorial Design.Chapter 7. Blocking and Confounding in the 2^k Factorial Design.Chapter 8. Two-Level Fractional Factorial Designs.Chapter 9. Three-Level and Mixed-Level Factorial and Fractional Factorial Designs.Chapter 10. Fitting Regression Models.Chapter 11. Response Surface methods and Designs.Chapter 12. Robust Parameter Design and Process Robustness Studies.Chapter 13. Experiments with Random Factors.Chapter 14. Nested and Split-Plot Designs.Chapter 15. Other Design and Analysis Topics.Bibliography.Appendix.Table I: Cumulative Standard Normal Distribution.Table II: Percentage Points of the t Distribution.Table III: Percentage Points of the X Distribution.Table IV: Percentage Points of the F Distribution.Table V: Operating Characteristic Curves for the Fixed Effects Model Analysisof Variance.Table VI: Operating Characteristic Curves for the Random Effects Model Analysis of Variance.Table VII: Percentage Points of the Studentized Range Statistic.Table VIII: Critical Values for Dunnett's Test for Comparing Treatments with a Control.Table IX: Coefficients of Orthogonal Polynomials.Table X: Alias Relationships for 2^(k-p) Fractional Factorial Designs with K