Nonlinear regression analysis and its applications

Nonlinear regression analysis and its applications
Author(s): Douglas M. Bates, Donald G. Watts
Collection: Wiley series in probability and mathematical statistics. Applied probability and statistics
Publisher: Wiley
Year: 1988
Language: English
Pages: 371 pages
Size: 3.36 MB
Extension: DJVU


[tab] [content title="Description"]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. [/content] [content title="Content"] [/content] [content title="About the author"]Douglas Bates Emeritus Professor Department of Statistics University of Wisconsin - Madison. [/content] [/tab]

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