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Gets you quickly up and running with the full range of powerful statistical experimental design, modeling, and optimization techniques
Coauthored by widely recognized experts in the fields of quality control and the design of experiments, this book is a practical guide to Response Surface Methodology (RSM)—the process of identifying and fitting an appropriate response surface model from experimental data. While in the opening chapters the authors lay down the basic conceptual groundwork preliminary to a working understanding of the methods described, the bulk of the book is devoted to providing students and professionals with clear, step-by-step guidance on the use of powerful statistical and empirical modeling techniques that have proven their efficacy in industry. Throughout, numerous real-world examples help illuminate critical points covered, and chapter-end problems help you to gauge your command of the concepts and procedures described. Important topics covered include:
- Two-level factorial and fractional factorial designs
- Empirical modeling using regression techniques
- Elementary optimization methods
- Classical and modern response surface designs
- Robust parameter design methodology
- Mixture experiments
- Computer-aided design and problem-solving techniques
- And much more
Providing clear, hands-on guidance to the application of some of today's most useful techniques, Response Surface Methodology is an essential working resource for process development and quality engineering professionals, engineering designers, product formulators, engineers, chemists, and all those whose professional activities involve the design of experiments.
- Sales Rank: #496916 in Books
- Published on: 1995-08-29
- Original language: English
- Number of items: 1
- Dimensions: 9.76" h x 1.53" w x 6.42" l,
- Binding: Hardcover
- 728 pages
Review
“This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM.Working with the most useful software packages, the authors bring an applied focus that emphasizes models useful in industry for product and process design and development.” (Zentralblatt Math, 1 October 2013)
"The third edition of a well-regarded text on response surface methodology. Christine M. Anderson-Cook, has been added … [bringing] an applied perspective to the material." (Mathematical Reviews, December 2009)
From the Publisher
Using a practical approach, it discusses two-level factorial and fractional factorial designs, several aspects of empirical modeling with regression techniques, focusing on response surface methodology, mixture experiments and robust design techniques. Features numerous authentic application examples and problems. Illustrates how computers can be a useful aid in problem solving. Includes a disk containing computer programs for a response surface methodology simulation exercise and concerning mixtures.
From the Back Cover
Gets you quickly up and running with the full range of powerful statistical experimental design, modeling, and optimization techniques
Coauthored by widely recognized experts in the fields of quality control and the design of experiments, this book is a practical guide to Response Surface Methodology (RSM)--the process of identifying and fitting an appropriate response surface model from experimental data. While in the opening chapters the authors lay down the basic conceptual groundwork preliminary to a working understanding of the methods described, the bulk of the book is devoted to providing students and professionals with clear, step-by-step guidance on the use of powerful statistical and empirical modeling techniques that have proven their efficacy in industry. Throughout, numerous real-world examples help illuminate critical points covered, and chapter-end problems help you to gauge your command of the concepts and procedures described. Important topics covered include: Two-level factorial and fractional factorial designs Empirical modeling using regression techniques Elementary optimization methods Classical and modern response surface designs Robust parameter design methodology Mixture experiments Computer-aided design and problem-solving techniques And much more
Providing clear, hands-on guidance to the application of some of today's most useful techniques, Response Surface Methodology is an essential working resource for process development and quality engineering professionals, engineering designers, product formulators, engineers, chemists, and all those whose professional activities involve the design of experiments.
Most helpful customer reviews
29 of 29 people found the following review helpful.
an improved second edition by two great writers
By Michael R. Chernick
I took my first short course in response surface designs from Ray Myers at an IPE course. He was a great teacher and taught out of his first book. That book was self-published after he had disagreements with his original publisher. Many years later he and Doug Montgomery joined forces and published the first edition of this book with Wiley. I have reviewed that book previously for amazon.
This second edition is ideal. When I took the course I understood the material so well that I was able to apply the methodology right away in my work. The clarity of these authors is outstanding and they provide a wealth of well illustrated examples. It also is greatly expanded and has many student exercises at the end of each chapter. In addition to the standard response surface designs the book does a good job of coevring experimental design concepts in general and even covers Taguchi designs and robust parameter design. In addition topics such as mixture experiments and evolutionary operation are covered. Advanced topics include the generalized linear models and the general estimating equations approach to mixed effects models and repeated measures ANOVA.
Very authoritative with an extensive list of references and appendices to aid understanding.
13 of 13 people found the following review helpful.
The best RSM book out there! Does NOT miss the point.
By Joel M. Smith
This book is the best Response Surface book available today and was used in my graduate Response Surface courses. Myers and Montgomery do not miss any points with this book - Expected Mean Squares and Nested Factorial Designs are part of the design and analysis of Factorial designs , which are a completely separate field of DOE. These points have no relevance in Response Surface Methodology.
If you are looking for an excellent book, this is the one for you! It includes many practical discussions on choosing the right design for your analysis (great for engineers), as well as details of the matrix algebra used in the analysis of response surface designs (great for methematicians or statisticians). You will not find a better book!
2 of 2 people found the following review helpful.
Very good
By Esequias Rodrigues de Lima
I was looking for a book that deals response surface analysis. I found it. It's a very important book for professionals like process engineering, physician, chemical, etc.
I recommend to buy this book.
Response Surface Methodology: Process and Product Optimization Using Designed Experiments (Wiley Series in Probability and Statistics)
See all 12 customer reviews...
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