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Empirical Model-Building and Response Surfaces (Wiley Series in Probability and Statistics), by George E. P. Box, Norman R. Draper
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An innovative discussion of building empirical models and the fitting of surfaces to data. Introduces the general philosophy of response surface methodology, and details least squares for response surface work, factorial designs at two levels, fitting second-order models, adequacy of estimation and the use of transformation, occurrence and elucidation of ridge systems, and more. Some results are presented for the first time. Includes real-life exercises, nearly all with solutions.
- Sales Rank: #1308712 in Books
- Published on: 1987-01
- Original language: English
- Number of items: 1
- Dimensions: 9.43" h x 1.57" w x 6.16" l, .0 pounds
- Binding: Hardcover
- 688 pages
From the Publisher
An innovative discussion of building empirical models and the fitting of surfaces to data. Introduces the general philosophy of response surface methodology, and details least squares for response surface work, factorial designs at two levels, fitting second-order models, adequacy of estimation and the use of transformation, occurrence and elucidation of ridge systems, and more. Some results are presented for the first time. Includes real-life exercises, nearly all with solutions.
Most helpful customer reviews
27 of 28 people found the following review helpful.
another good book on response surfaces
By Michael R. Chernick
George Box and Norman Draper have written an outstanding text on model building and response surface methods. This is an excellent companion to Box's text with Stu Hunter and William Hunter on experimental designs "Statistics for Experimenters". Another excellent, more recent and detailed account of response surface methods can be found in the book by Montgomery and Myers.
3 of 3 people found the following review helpful.
New Edition is available
By The Prof
I want to pay attention to the new edition of this excellent Book which has new different name and well improved edition. The book now called
Response Surfaces, Mixtures, and Ridge Analyses which was published in 2007.
1 of 1 people found the following review helpful.
An invaluable resource
By David A. Andrae
This text give a top to bottom account of model building via RSM. If you have a question, consult this book.
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