Nonlinear Regression

Name: Nonlinear Regression
Price: 145.43 USD
Availability: InStock
ISBN: 9780471471356

ISBN-10: 0471471356

ISBN-13: 9780471471356

Edition: 2003

Authors: George A. F. Seber, C. J. Wild

List price: $187.95

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Description:

This text/reference provides a broad survey of aspects of model-building and statistical inference. Presents an accessible synthesis of current theoretical literature, requiring only familiarity with linear regression methods. The three chapters on central computational questions comprise a self-contained introduction to unconstrained optimization. Includes many illustrative practical examples.

Book details

List price: $187.95
Copyright year: 2003
Publisher: John Wiley & Sons, Incorporated
Publication date: 9/19/2003
Binding: Paperback
Pages: 792
Size: 6.20" wide x 9.25" long x 1.60" tall
Weight: 2.288
Language: English




Model Building



Estimation Methods



Commonly Encountered Problems



Measures of Curvature and Nonlinearity



Statistical Inference



Autocorrelated Errors



Growth Models



Compartmental Models



Multiphase and Spline Regressions



Errors-in-Variables Models



Multiresponse Nonlinear Models



Asymptotic Theory



Unconstrained Optimization



Computational Methods for Nonlinear Least Squares



Software Considerations



Vectors



Differential Geometry



Stochastic Differential Equations



Multiple Linear Regression



Minimization Subject to Linear Constraints


References


Author Index


Subject Index