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Design and Analysis of Experiments, Advanced Experimental Design (Volume 2), by Klaus Hinkelmann, Oscar Kempthorne
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A comprehensive overview of experimental design at the advanced level
The development and introduction of new experimental designs in the last fifty years has been quite staggering and was brought about largely by an ever-widening field of applications. Design and Analysis of Experiments, Volume 2: Advanced Experimental Design is the second of a two-volume body of work that builds upon the philosophical foundations of experimental design set forth half a century ago by Oscar Kempthorne, and features the latest developments in the field.
Volume 1: An Introduction to Experimental Design introduced students at the MS level to the principles of experimental design, including the groundbreaking work of R. A. Fisher and Frank Yates, and Kempthorne's work in randomization theory with the development of derived linear models. Design and Analysis of Experiments, Volume 2 provides more detail about aspects of error control and treatment design, with emphasis on their historical development and practical significance, and the connections between them. Designed for advanced-level graduate students and industry professionals, this text includes coverage of:
- Incomplete block and row-column designs
- Symmetrical and asymmetrical factorial designs
- Systems of confounding
- Fractional factorial designs, including main effect plans
- Supersaturated designs
- Robust design or Taguchi experiments
- Lattice designs
- Crossover designs
In order to facilitate the application of text material to a broad range of fields, the authors take a general approach to their discussions. To aid in the construction and analysis of designs, many procedures are illustrated using Statistical Analysis System (SAS®) software.
- Sales Rank: #2875722 in Books
- Published on: 2005-04-28
- Original language: English
- Number of items: 1
- Dimensions: 9.47" h x 1.73" w x 6.38" l, 2.70 pounds
- Binding: Hardcover
- 780 pages
Review
"…a massively impressive work of scholarship…" (Short Book Reviews, December 2006)
"...a broad and in-depth book...covers not only classic but also up-to-date results and references, making it convenient for researchers. It is one of the very few advanced textbooks on experimental design..." (Technometrics, November 2006)
"I suspect this excellent book will be used most often by specialists in design...the book's importance is largely as a reference for experts...or as an independent learning tool…" (Journal of the American Statistical Association, June 2006)
"I would expect HK to attain essentially the same stature and appeal to virtually the same markets as the 1952 edition." (Journal of Quality Technology, January 2006)
"…the authors have done a commendable job in putting together the vast amount of literature that is available on the topics…of great value to students, and also to teachers and researchers." (Mathematical Reviews, 2006b)
From the Back Cover
A comprehensive overview of experimental design at the advanced level
The development and introduction of new experimental designs in the last fifty years has been quite staggering and was brought about largely by an ever-widening field of applications. Design and Analysis of Experiments, Volume 2: Advanced Experimental Design is the second of a two-volume body of work that builds upon the philosophical foundations of experimental design set forth half a century ago by Oscar Kempthorne, and features the latest developments in the field.
Volume 1: An Introduction to Experimental Design introduced students at the MS level to the principles of experimental design, including the groundbreaking work of R. A. Fisher and Frank Yates, and Kempthorne's work in randomization theory with the development of derived linear models. Design and Analysis of Experiments, Volume 2 provides more detail about aspects of error control and treatment design, with emphasis on their historical development and practical significance, and the connections between them. Designed for advanced-level graduate students and industry professionals, this text includes coverage of:
- Incomplete block and row-column designs
- Symmetrical and asymmetrical factorial designs
- Systems of confounding
- Fractional factorial designs, including main effect plans
- Supersaturated designs
- Robust design or Taguchi experiments
- Lattice designs
- Crossover designs
In order to facilitate the application of text material to a broad range of fields, the authors take a general approach to their discussions. To aid in the construction and analysis of designs, many procedures are illustrated using Statistical Analysis System (SAS®) software.
About the Author
KLAUS HINKELMANN, PHD, is Emeritus Professor of Statistics at Virginia Polytechnic Institute and State University Department of Statistics, where he also served as both graduate administrator and department head. In addition to being a Fellow of both the American Statistical Association and the American Association for the Advancement of Science, Professor Hinkelmann is a member of the International Statistical Institute, and has served as a council member of the International Biometric Society. He was editor of Biometrics and the Current Index to Statistics.
OSCAR KEMPTHORNE, SCD, was Emeritus Professor of Statistics and Emeritus Distinguished Professor of Liberal Arts and Sciences at Iowa State University. He was a Fellow of the American Statistical Association, the Institute of Mathematical Statistics, and the American Association for the Advancement of Science, as well as an Honorary Fellow of the Royal Statistical Society and a member of the International Statistical Institute. In addition, Dr. Kempthorne was a past president of the Eastern North American Region (ENAR) of the International Biometric Society, a former chairman of statistics within the American Association for the Advancement of Science, and a past president of the Institute of Mathematical Statistics.
Most helpful customer reviews
37 of 37 people found the following review helpful.
part of a two volume series on experimental design
By Michael R. Chernick
This is one of a two volume series of books on experimental design. There are many fine books out on experimental design, some are very theoretical and others are very applied. I particularly like the book by Wu and Hamada which is very modern and rigorous. These books provide a very rigorous treatment of classical experimental design. The authors are expert statisticians with a great deal of experience from both the practical and academic viewpoints. These books are worthy of a statistician's bookshelf.
2 of 4 people found the following review helpful.
Good for MBA study
By Prophet
Klaus Hinkelmann & Oscar Kempthorne have provided the a practical approach on how to design, conduct, and analyze, and interpret experiments to optimize the performance of products and processes.
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