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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 meth… - George E. P. Box
" "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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About George E. P. Box
George Edward Pelham Box (October 18, 1919 – March 28, 2013) was a British mathematician and professor of statistics at the University of Wisconsin, and a pioneer in the areas of quality control, , design of experiments and . He was the son-in-law of Sir Ronald Fisher.
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Birth Name:
George Edward Pelham Box
Alternative Names:
George Box
•
G. E. P. Box
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For the theory-practice iteration to work, the scientist must be, as it were, mentally ambidextrous; fascinated equally on the one hand by possible meanings, theories, and tentative models to be induced from data and the practical reality of the real world, and on the other with the factual implications deducible from tentative theories, models and hypotheses.
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