Empirical Model-Building and Response Surfaces (Wiley Series in Probability and Statistics) Review

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(More customer reviews)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.

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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.

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