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Nonlinear Regression Analysis and Its Applications
edited_book
Editor(s):
Douglas M. Bates
,
Donald G. Watts
Publication date
(Print):
August 26 1988
Publisher:
John Wiley & Sons, Inc.
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Author and book information
Book
ISBN (Electronic):
9780470316757
ISBN (Print):
9780471816430
Publication date (Print):
August 26 1988
DOI:
10.1002/9780470316757
SO-VID:
f9ca84ab-c2fd-477a-a844-26fff22d9089
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Book chapters
pp. i
Frontmatter
pp. 1
Review of Linear Regression
pp. 32
Nonlinear Regression: Iterative Estimation and Linear Approximations
pp. 67
Practical Considerations in Nonlinear Regression
pp. 134
Multiresponse Parameter Estimation
pp. 168
Models Defined by Systems of Differential Equations
pp. 200
Graphical Summaries of Nonlinear Inference Regions
pp. 232
Curvature Measures of Nonlinearity
pp. 267
Appendix 1. Data Sets Used in Examples
pp. 286
Appendix 2. QR Decompositions Using Householder Transformations
pp. 290
Appendix 3. Pseudocode for Computing Algorithms
pp. 305
Appendix 4. Data Sets Used in Problems
pp. 316
Appendix 5. Evaluating Matrix Exponentials and Convolutions
pp. 323
Appendix 6. Interpolating Profile Pair Contours
pp. 329
Appendix 7. Key to Data Sets
pp. 335
References
pp. 343
Bibliography
pp. 355
Author Index
pp. 359
Subject Index
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