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This user-friendly new edition reflects a modern and accessible approach to experimental design and analysis
Design and Analysis of Experiments, Volume 1, Second Edition provides a general introduction to the philosophy, theory, and practice of designing scientific comparative experiments and also details the intricacies that are often encountered throughout the design and analysis processes. With the addition of extensive numerical examples and expanded treatment of key concepts, this book further addresses the needs of practitioners and successfully provides a solid understanding of the relationship between the quality of experimental design and the validity of conclusions.
This Second Edition continues to provide the theoretical basis of the principles of experimental design in conjunction with the statistical framework within which to apply the fundamental concepts. The difference between experimental studies and observational studies is addressed, along with a discussion of the various components of experimental design: the error-control design, the treatment design, and the observation design. A series of error-control designs are presented based on fundamental design principles, such as randomization, local control (blocking), the Latin square principle, the split-unit principle, and the notion of factorial treatment structure. This book also emphasizes the practical aspects of designing and analyzing experiments and features:
-
Increased coverage of the practical aspects of designing and analyzing experiments, complete with the steps needed to plan and construct an experiment
-
A case study that explores the various types of interaction between both treatment and blocking factors, and numerical and graphical techniques are provided to analyze and interpret these interactions
-
Discussion of the important distinctions between two types of blocking factors and their role in the process of drawing statistical inferences from an experiment
-
A new chapter devoted entirely to repeated measures, highlighting its relationship to split-plot and split-block designs
-
Numerical examples using SAS® to illustrate the analyses of data from various designs and to construct factorial designs that relate the results to the theoretical derivations
Design and Analysis of Experiments, Volume 1, Second Edition is an ideal textbook for first-year graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, pharmacology, psychology, and business.
- Sales Rank: #2424107 in Books
- Published on: 2007-12-17
- Original language: English
- Number of items: 1
- Dimensions: 9.20" h x 1.70" w x 6.50" l, 2.34 pounds
- Binding: Hardcover
- 631 pages
Review
“This user-friendly new edition reflects a modern and accessible approach to experimental design and analysis.” (Landtechnik, 1 November 2012)
"This book is an ideal textbook for graduate courses in experimental design and also a practical reference book for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering and business." (Biometrical Journal, August 2008)
"The revisions, reorganization, and addition certainly enhance the value of this edition. Like the first edition, the current edition will continue to play an important role in the arena of statistical design of experiments." (Technometrics, November 2008)
"The revisions, reorganization, and addition certainly enhance the value of this edition. Like the first edition, the current edition will continue to play an important role in the arena of statistical design of experiments." (Technometrics, Nov 2008)
"This book is an ideal textbook for graduate courses in experimental design and also a practical reference book for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering and business." (Biometrical Journal, Aug 2008)
From the Publisher
Provides readers with a solid understanding of the philosophical basis and principles of experimental design. Contains a broad knowledge of available designs together with their assumptions, construction, use and analysis. Draws a sharp distinction between observational and intervention studies, especially in connection with the analysis of data. Coverage includes a detailed discussion of linear models theory, various error-control designs and factorial experiments.
From the Back Cover
This user-friendly new edition reflects a modern and accessible approach to experimental design and analysis
Design and Analysis of Experiments, Volume 1, Second Edition provides a general introduction to the philosophy, theory, and practice of designing scientific comparative experiments and also details the intricacies that are often encountered throughout the design and analysis processes. With the addition of extensive numerical examples and expanded treatment of key concepts, this book further addresses the needs of practitioners and successfully provides a solid understanding of the relationship between the quality of experimental design and the validity of conclusions.
This Second Edition continues to provide the theoretical basis of the principles of experimental design in conjunction with the statistical framework within which to apply the fundamental concepts. The difference between experimental studies and observational studies is addressed, along with a discussion of the various components of experimental design: the error-control design, the treatment design, and the observation design. A series of error-control designs are presented based on fundamental design principles, such as randomization, local control (blocking), the Latin square principle, the split-unit principle, and the notion of factorial treatment structure. This book also emphasizes the practical aspects of designing and analyzing experiments and features:
-
Increased coverage of the practical aspects of designing and analyzing experiments, complete with the steps needed to plan and construct an experiment
-
A case study that explores the various types of interaction between both treatment and blocking factors, and numerical and graphical techniques are provided to analyze and interpret these interactions
-
Discussion of the important distinctions between two types of blocking factors and their role in the process of drawing statistical inferences from an experiment
-
A new chapter devoted entirely to repeated measures, highlighting its relationship to split-plot and split-block designs
-
Numerical examples using SAS® to illustrate the analyses of data from various designs and to construct factorial designs that relate the results to the theoretical derivations
Design and Analysis of Experiments, Volume 1, Second Edition is an ideal textbook for first-year graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, pharmacology, psychology, and business.
Most helpful customer reviews
1 of 2 people found the following review helpful.
Design and analysis of Exp. Intro. to Exp. Design (Volume I)
By Niwat Muangkeow
Best for graduate students in agricultural science.
Good numerical examples using the statistical software.
0 of 2 people found the following review helpful.
Poorly-written book handicaps self-learning
By chaz
This is an extremely poorly-written book, I do not recommend it for learning about experimental design. I am an engineering graduate student and need to learn about experimental design for my thesis, and this was one of the first books I read. This was a mistake. The author uses terms without defining them, obfuscates the terms he does define with his poorly-chosen examples, introduces confusing and ultimately useless concepts about experimental design, and to top it all off, the terminology that is used is not shared with any other textbook in the field (none that I could find, anyway), meaning the user is left twisting in the wind, without recourse to a better or alternative textbook. The index is also poor, which is not a surprise - if the author can't be bothered to define his own terminology, why would he bother to provide a thorough index? This is one of the worst volumes to pick up if you are trying to learn experimental design on your own.
1 of 7 people found the following review helpful.
heuristic and insightful reference
By Prophet
Given that it is published in 1994, this text is still the heuristic and insightful reference for a first-year graduate course in experimental design. The material mentioned in this book will nodoubtly enable students to tackle the complex technical materials presented in advanced courses and journal articles regarding experimental designing.
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