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Nonlinear regression analysis and its applications

Author: Douglas M Bates; Donald G Watts
Publisher: New York : Wiley, ©1988.
Series: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

A balanced presentation of the theoretical, practical, and computational aspects of nonlinear regression. This book provides background material on linear regression, including a geometrical  Read more...

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Additional Physical Format: Online version:
Bates, Douglas M.
Nonlinear regression analysis and its applications.
New York : Wiley, ©1988
(OCoLC)752871473
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Douglas M Bates; Donald G Watts
ISBN: 0471816434 9780471816430 9780470139004 0470139005
OCLC Number: 17650765
Notes: Includes indexes.
Description: xiv, 365 pages : illustrations ; 24 cm.
Contents: Review of Linear Regression --
Nonlinear Regression: Iterative Estimation and Linear Approximations --
Practical Considerations in Nonlinear Regression --
Multiresponse Parameter Estimation --
Models Defined by Systems of Differential Equations --
Graphical Summaries of Nonlinear Inference Regions --
Curvature Measures of Nonlinearity --
Data Sets Used in Examples --
QR Decompositions Using Householder Transformations --
Pseudocode for Computing Algorithms --
Data Sets Used in Problems --
Evaluating Matrix Exponentials and Convolutions --
Interpolating Profile Pair Contours --
Key to Data Sets.
Series Title: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Responsibility: Douglas M. Bates, Donald G. Watts.
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