Design and analysis of experiments /
Douglas C. Montgomery.
- Eighth edition.
- xvii, 730 pages : illustrations ; 27 cm
Includes bibliographical references and index.
Introduction -- Simple comparative experiments -- Experiments with a single factor: the analysis of variance -- Randomized blocks, latin squares, and related designs -- Introduction to factorial designs -- The 2k factorial design -- Blocking and confounding in the 2k factorial design -- Two-level frational factorial designs -- Additional design and analysis topics for factorial and fractional factorial designs -- Fitting regression models -- Response surface methods and designs -- Robust parameter design and process robustness studies -- Experiments with random factors -- Nested and split-plot designs -- Other design and analysis topics -- 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. Appendix -- Bibliography -- Index.
"The eighth edition of Design and Analysis of Experiments continues to provide extensive and in-depth information on engineering, business, and statistics-as well as informative ways to help readers design and analyze experiments for improving the quality, efficiency and performance of working systems. Furthermore, the text maintains its comprehensive coverage by including: new examples, exercises, and problems (including in the areas of biochemistry and biotechnology); new topics and problems in the area of response surface; new topics in nested and split-plot design; and the residual maximum likelihood method is now emphasized throughout the book"--