Nonlinear regression
WILEYEBA
Seber, G. A. F. (George Arthur Frederick)
1938-
creator
Wild, C. J. (Christopher John)
1952-
text
bibliography
nju
Hoboken, N.J
Wiley-Interscience
©2003
2003
monographic
eng
1 online resource (xx, 768 pages : : illustrations.)
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.
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.
G.A.F. Seber and C.J. Wild.
Originally published: New York : Wiley, ©1989, in series: Wiley series in probability and mathematical statistics. Probability and mathematical statistics.
"Electronically reproduced from digital information stored at John Wiley & Sons, Inc. ... The content of this book is identical to previous printings"--Title page verso.
Includes bibliographical references (pages 711-743) and indexes.
Regression analysis
Linear models (Statistics)
Parameter estimation
Nonlinear theories
QA278.2 .S425 2003
519.5/36
31.73
(DLC) 2005531208
Wiley series in probability and statistics
Wiley-Interscience paperback series
9780471725312
0471725315 (electronic bk.)
0471471356
9780471471356
https://ezproxy.mtsu.edu/login?url=https://onlinelibrary.wiley.com/book/10.1002/0471725315
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NhCcYBP
220407
20220506183533.0
in00006107535
eng