Montgomery D.C. Design and Analysis of Experiments

8th Edition. — John Wiley & Sons, 2013. — 752 p. — ISBN: 1118146921, 978-1118146927.
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.Simple Comparative Experiments.
Experiments with a Single Factor: The Analysis of Variance.
Randomized Blocks, Latin Squares, and Related Designs.
Introduction to Factorial Designs.
The 2^k Factorial Design.
Blocking and Confounding in the 2^k Factorial Design.
Two-Level Fractional 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.
Appendix.