Design and analysis of experiments - Montgomery, Douglas C. (Hoboken, NJ : Wiley, 2008)
Counter Preface. 1. Introduction. 2. Simple Comparative Experiments. 3. Experiments with a Single Factor: The Analysis of Variance. 4. Randomized Blocks, Latin Squares, and Related Designs. 5. Introduction to Factorial Designs. 6. The 2k Factorial Design. 7. Blocking and Confounding in the 2k Factorial Design. 8. Two-Level Fractional Factorial Designs. 9. Three-Level and Mixed-Level Factorial and Fractional Factorial Designs. 10. Fitting Regression Models. 11. Response Surface Methods and Designs. 12. Robust Parameter Design and Process Robustness Studies. 13. Experiments with Random Factors. 14. Nested and Split-Plot Designs. 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 2k_p Fractional Factorial Designs with k 15 and n. Index.
Includes bibliographical references (pages 647-651) and index.
Keywords: Experimental design