Statistical Design and Analysis of Experiments: With Applications to Engineering and Science, 2nd Edition
PART I: FUNDAMENTAL STATISTICAL CONCEPTS.
Statistics in Engineering and Science.
Fundamentals of Statistical Inference.
Inferences on Means and Standard Deviations.
PART II: DESIGN AND ANALYSIS WITH FACTORIAL STRUCTURE.
Statistical Principles in Experimental Design.
Factorial Experiments in Completely Randomized Designs.
Analysis of Completely Randomized Designs.
Fractional Factorial Experiments.
Analysis of Fractional Factorial Experiments.
PART III: DESIGN AND ANALYSIS WITH RANDOM EFFECTS.
Experiments in Randomized Block Designs.
Analysis of Designs with Random Factor Levels.
Special Designs for Process Improvement.
Analysis of Nested Designs and Designs for Process Improvement.
PART IV: DESIGN AND ANALYSIS WITH QUANTITATIVE PREDICTORS AND FACTORS.
Linear Regression with One Predicator Variables.
Linear Regression with Several Predicator Variables.
Linear Regression with Factors and Covariates as Predictors.
Designs and Analyses for Fitting Re sponse Surfaces.
Variable Selection Techniques.
Appendix: Statistical Tables.
- Material that was not intimately connected to the thrust of the book has been deleted
- Topics that supplemented existing topical coverage has been added
- Presentation has been rearranged.
"...can really provide useful information for the intended audience..." (Zentralblatt Math, Vol. 1029, 2004)
“...a practitioner’s guide to statistical methods for designing and analyzing experiments...” (Quarterly of Applied Mathematics, Vol. LXI, No. 3, September 2003)
"...a perfect desktop reference..." (Technometrics, Vol. 45, No. 3, August 2003)