Nonlinear regression /

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-con...

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Bibliographic Details
Main Author: Seber, G. A. F. 1938-
Other Authors: Wild, C. J. 1952-
Format: eBook
Language:English
Published: Hoboken, N.J. : Wiley-Interscience, ©2003.
Series:Wiley series in probability and statistics.
Wiley-Interscience paperback series.
Subjects:
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245 1 0 |a Nonlinear regression /  |c G.A.F. Seber and C.J. Wild. 
260 |a Hoboken, N.J. :  |b Wiley-Interscience,  |c ©2003. 
300 |a 1 online resource (xx, 768 pages : :  |b illustrations.) 
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490 1 |a Wiley series in probability and statistics 
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500 |a Originally published: New York : Wiley, ©1989, in series: Wiley series in probability and mathematical statistics. Probability and mathematical statistics. 
500 |a "Electronically reproduced from digital information stored at John Wiley & Sons, Inc. ... The content of this book is identical to previous printings"--Title page verso. 
504 |a Includes bibliographical references (pages 711-743) and indexes. 
505 0 |a 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. 
520 |a 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. 
588 |a Description based on print version record. 
590 |a Wiley EBA 
650 0 |a Regression analysis. 
650 0 |a Linear models (Statistics) 
650 0 |a Parameter estimation. 
650 0 |a Nonlinear theories. 
700 1 |a Wild, C. J.  |q (Christopher John),  |d 1952- 
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