Design and analysis of experiments /
Douglas C. Montgomery
- Sixth Edition
- xv, 643 pages : illustrations ; 26 cm.
Previous ed.: 2001.
Includes bibliographical references (p. 595-601) and index.
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 2k Factorial Design -- Chapter 7. Blocking and Confounding in the 2k 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 X² Distribution -- Table IV: Percentage Points of the F Distribution -- Table V: Operating Characteristic Curves for the Fixed Effects Model Analysis of 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 K̲̲<15 and n<64.