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Nonlinear Regression George A. F. Seber

Nonlinear Regression By George A. F. Seber

Nonlinear Regression by George A. F. Seber


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 contains three chapters on central computational questions that comprise a self contained introduction to unconstrained optimization.

Nonlinear Regression Summary

Nonlinear Regression by George A. F. Seber

This text/reference provides a broad survey of aspects of model-building and statistical inference. Presents an accessible synthesis of current theoretical literature, requiring only familiarity with linear regression methods. The three chapters on central computational questions comprise a self-contained introduction to unconstrained optimization. Includes many illustrative practical examples.

Nonlinear Regression Reviews

...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 hope that Wiley's release of this book will rekindle some interest in this important and inappropriately overlooked subject. (International Society of Clinical Biostatistics, December 2005) ...should be present in any statistical library. (Biometrical Journal, 2006)

About George A. F. Seber

George A.F. Seber and Christopher J. Wild are professors in the Department of Statistics at The University of Auckland in New Zealand.

Table of 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 and MatricesAppendix 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.

Additional information

CIN0471471356G
9780471471356
0471471356
Nonlinear Regression by George A. F. Seber
Used - Good
Paperback
John Wiley & Sons Inc
2003-09-09
768
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Nonlinear Regression