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Statistical Design and Analysis of Experiments, with Applications to Engineering and Science

Robert L. Mason, Richard F. Gunst, and James L. Hess
Publisher: 
John Wiley
Publication Date: 
2003
Number of Pages: 
760
Format: 
Hardcover
Price: 
158.00
ISBN: 
978-0471372165
Category: 
Textbook
BLL Rating: 

The Basic Library List Committee recommends this book for acquisition by undergraduate mathematics libraries.

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Preface.

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.

Nested Designs.

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.

Model Assessment.

Variable Selection Techniques.

Appendix: Statistical Tables.

Index.

Dummy View - NOT TO BE DELETED