A Comprehensive Guide to Factorial Two-Level Experimentation - ISBN:0387891021

A Comprehensive Guide to Factorial Two-Level Experimentation

Date: 21 April 2011, 04:08

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Factorial designs enable researchers to experiment with many factors. The 50 published examples re-analyzed in this guide attest to the prolific use of two-level factorial designs. As a testimony to this universal applicability, the examples come from diverse fields:
Analytical Chemistry
Animal Science
Automotive Manufacturing
Ceramics and Coatings
Chromatography
Electroplating
Food Technology
Injection Molding
Marketing
Microarray Processing
Modeling and Neural Networks
Organic Chemistry
Product Testing
Quality Improvement
Semiconductor Manufacturing
Transportation
Focusing on factorial experimentation with two-level factors makes this book unique, allowing the only comprehensive coverage of two-level design construction and analysis. Furthermore, since two-level factorial experiments are easily analyzed using multiple regression models, this focus on two-level designs makes the material understandable to a wide audience. This book is accessible to non-statisticians having a grasp of least squares estimation for multiple regression and exposure to analysis of variance.
"This book contains a wealth of information, including recent results on the design of two-level factorials and various aspects of analysis… The examples are particularly clear and insightful." (William Notz, Ohio State University
"One of the strongest points of this book for an audience of practitioners is the excellent collection of published experiments, some of which didn’t ‘come out’ as expected… A statistically literate non-statistician who deals with experimental design will have plenty of motivation to read this book, and the payback for the effort will be substantial." (Max Morris, Iowa State University)

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