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Statistical tools for nonlinear regression : a practical guide with S-PLUS and R examples

Author: S Huet
Publisher: New York : Springer, ©2004.
Series: Springer series in statistics.
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
Summary:
This book provides the user with a guide to data analysis using non-linear regression models. The book emphasizes examples in biology and agriculture and does not include any proofs. The second edition includes several new topics, such as binominal, multinomial, and Poisson non-linear models.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Huet, S. (Sylvie).
Statistical tools for nonlinear regression.
New York : Springer, ©2004
(DLC) 2003050498
(OCoLC)52092090
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: S Huet
ISBN: 0387215743 9780387215747 0387400818 9780387400815
OCLC Number: 55891527
Description: 1 online resource (xiv, 232 pages) : illustrations.
Contents: Preface to the Second Edition; Preface to the First Edition; 1 Nonlinear Regression Model and Parameter Estimation; 1.1 Examples; 1.2 The Parametric Nonlinear Regression Model; 1.3 Estimation; 1.4 Applications; 1.5 Conclusion and References; 1.6 Using nls2; 2 Accuracy of Estimators, Confidence Intervals and Tests; 2.1 Examples; 2.2 Problem Formulation; 2.3 Solutions; 2.4 Applications; 2.5 Conclusion; 2.6 Using nls2; 3 Variance Estimation; 3.1 Examples; 3.2 Parametric Modeling of the Variance; 3.3 Estimation; 3.4 Tests and Confidence Regions; 3.5 Applications; 3.6 Using nls2.
Series Title: Springer series in statistics.
Responsibility: S. Huet [and others].

Abstract:

The examples are analyzed with the free software nls2 updated to deal with the new models included in the second edition. Several additional tools are included in the package for calculating  Read more...

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From the reviews of the second edition:"Users of S-PLUS or R who do nonlinear estimation would certainly want a copy of this book. The wealth of applications and code for using the specialized Read more...

 
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