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Nonlinear regression

Author: George A F Seber; Christopher J Wild
Publisher: New York : Wiley, 1989.
Series: Wiley series in probability and mathematical statistics., Probability and mathematical statistics.
Edition/Format:   Print bookView all editions and formats
Summary:

The aim of this text is to provide a broad survey of aspects of model-building and statistical inference. It presents an accessible synthesis of current theoretical literature, requiring only  Read more...

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Genre/Form: 0 Gesamtdarstellung
Document Type: Book
All Authors / Contributors: George A F Seber; Christopher J Wild
ISBN: 0471617601 9780471617600
OCLC Number: 246649333
Description: XX, 768 Seiten : Diagramme.
Contents: 1. Model Building. 2. Estimation Methods. 3. Commonly Encountered Problems. 4. Measures of Curvature and Nonlinearity. 5. Statistical Inference. 6. Autocorrelated Errors. 7. Growth Models. 8. Compartmental Models. 9. Multiphase and Spline Regressions. 10. Errors-in-Variables Models. 11. Multiresponse Nonlinear Models. 12. Asymptotic Theory. 13. Unconstrained Optimization. 14. Computational Methods for Nonlinear Least Squares. 15. Software Considerations. Appendix A. Vectors. Appendix B. Differential Geometry. Appendix C. Stochastic Differential Equations. Appendix D. Multiple Linear Regression. Appendix E. Minimization Subject to Linear Constraints. References. Author Index. Subject 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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