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

Publisher: 
John Wiley
Number of Pages: 
760
Price: 
158.00
ISBN: 
978-0471372165
Date Received: 
Monday, July 26, 2010
Reviewable: 
Yes
Include In BLL Rating: 
Yes
Robert L. Mason, Richard F. Gunst, and James L. Hess
Publication Date: 
2003
Format: 
Hardcover
Audience: 
Category: 
Textbook
BLL Committee
07/26/2010
BLL Rating: 

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.

Publish Book: 
Modify Date: 
Monday, July 26, 2010

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