Nonlinear regression analysis and its applications by Donald G. Watts, Douglas M. Bates

Nonlinear regression analysis and its applications



Download Nonlinear regression analysis and its applications




Nonlinear regression analysis and its applications Donald G. Watts, Douglas M. Bates
Language: English
Page: 371
Format: djvu
ISBN: 0471816434, 9780471816430
Publisher: Wiley

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.

From the Publisher

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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