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Book synopsis

Helps any serious data analyst with a computer to recognize the strengths and limitations of data, to test the assumptions implicit in the least squares methods used to fit the data, to select appropriate forms of the variables, to judge which combinations of variables are most influential, and to state the conditions under which the fitted equations are applicable. This edition includes numerous extensions and new devices such as component and component-plus-residual plots, cross verification with a second sample, and an index of required x-precision; also, the search for better subset equations is enlarged to cover 262,144 alternatives. The methods described have been applied in agricultural, environmental, management, marketing, medical, physical, and social sciences. Mathematics is kept to the level of college algebra.

Book details

Book category Books in English Mathematics & science Mathematics Calculus & mathematical analysis

• Full title: Fitting Equations To Data - Computer Analysis of Multifactor Data 2e
• Author: Cuthbert Daniel, Fred Starr Wood, John Wayne Gorman
• Language: English
• Binding: Paperback
• Number of pages: 458
• EAN: 9780471376842
• ISBN: 0471376841
• ID: 04890229
• Publisher: John Wiley & Sons Inc
• Weight: 730 g
• Dimensions: 228 × 154 × 29 mm
• Date of publishing: 30. November 1999

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