Bates, Douglas M.

Nonlinear regression analysis and its applications Bates, Douglas M. - New York John Wiley & Sons, Inc. 2007 - xiv, 365 p. - Wiley Series in Probability and Statistics .

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.


Regression analysis
Linear models (Statistics)
Parameter estimation


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