Nonlinear regression analysis and its applications
Bates, Douglas M.
creator
Watts, Donald G.
xxu
New York
John Wiley & Sons, Inc.
2007
eng
xiv, 365 p.
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.
Bates, Douglas M.
Regression analysis
Linear models (Statistics)
Parameter estimation
519.536
Wiley Series in Probability and Statistics
9780470139004
140323