Statistical design and analysis of experiments : with applications to engineering and science /

• Main Author: Mason, Robert L. (Robert Lee), 1946-
• Other Authors: Gunst, Richard F., 1947-, Hess, James L.
• Format: eBook
• Language: English
• Published: New York : J. Wiley, 2003.
• Edition: 2nd ed.
• Series: Wiley series in probability and statistics.
• Subjects: Engineering > Statistical methods.; Science > Statistical methods.; Experimental design.; SCIENCE > Research & Methodology.; Statistics - experimental design.; Electronic books.

Practicing engineers and scientists often have a need to utilize statistical approaches to solving problems in an experimental setting. Yet many have little formal training in statistics. Statistical Design and Analysis of Experiments gives such readers a carefully selected, practical background in...

Table of Contents:

• Statistics in Engineering and Science
• Fundamentals of Statistical Inference
• Inferences on Means and Standard Deviations
• Statistical Principles in Experimental Design
• Factorial Experiments in Completely Randomized Designs
• Analysis of Completely Randomized Designs
• Fractional Factorial Experiments
• Analysis of Fractional Factorial Experiments
• 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
• Linear Regression with One Predictor Variable
• Linear Regression with Several Predictor Variables
• Linear Regression with Factors and Covariates as Predictors
• Designs and Analyses for Fitting Response Surfaces
• Model Assessment
• Variable Selection Techniques.