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Nonlinear regression

Author: G A F Seber; C J Wild
Publisher: New York : Wiley, ©1989.
Series: Wiley series in probability and mathematical statistics., Probability and mathematical statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Provides a survey of aspects of model building and statistical inference. This book presents a synthesis of theoretical literature, requiring only familiarity with linear regression methods. It  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: G A F Seber; C J Wild
ISBN: 0471617601 9780471617600 0471471356 9780471471356
OCLC Number: 18018980
Notes: Pbk. ed. published: 2003.
New Zealand authors.
Description: xx, 768 pages : illustrations ; 24 cm.
Contents: 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 --
Appendices --
References --
Author index --
Index.
Series Title: Wiley series in probability and mathematical statistics., Probability and mathematical statistics.
Responsibility: G.A.F. Seber and C.J. Wild.
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"...a classic well written book that attempts to understand statistical ideas and computing tools in building nonlinear regression." (Journal of Statistical Computation and Simulation, July 2005) "I Read more...

 
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