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Nonlinear regression analysis and its applications

By: Bates, Douglas M.
Contributor(s): Watts, Donald G.
Series: Wiley Series in Probability and Statistics. Publisher: New York John Wiley & Sons, Inc. 2007Description: xiv, 365 p.ISBN: 9780470139004.Subject(s): Regression analysis | Linear models (Statistics) | Parameter estimationDDC classification: 519.536 Summary: A balanced presentation of the theoretical, practical, and computational aspects of nonlinear regression. Provides background material on linear regression, including a geometrical development for linear and nonlinear least squares. The authors employ real data sets throughout, and their extensive use of geometric constructs and continuing examples makes the progression of ideas appear very natural. Includes pseudocode for computing algorithms.
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Books Vikram Sarabhai Library
Slot 1426 (0 Floor, East Wing) 519.536 B2N6 (Browse shelf) Available 166240

A balanced presentation of the theoretical, practical, and computational aspects of nonlinear regression. Provides background material on linear regression, including a geometrical development for linear and nonlinear least squares. The authors employ real data sets throughout, and their extensive use of geometric constructs and continuing examples makes the progression of ideas appear very natural. Includes pseudocode for computing algorithms.

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