Design and analysis of experiments

Introduction to Designed Experiments --
Basic Statistical Methods --
Analysis of Variance --
Experiments with Blocking Factors --
Factorial Experiments --
Two-Level Factorial Designs --
Blocking and Confounding Systems for Two-Level Factorials --
Two-Level Fractional Factorial Designs --
Other Topics on Factorial and Fractional Factorial Designs --
Regression Modeling --
Response Surface Methodology --
Robust Design --
Random Effects Models --
Experiments with Nested Factors and Hard-to-Change Factors --
Other Topics

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"