WILEY

KNOWLEDGE FOR GENERATIONS

WILEY - KNOWLEDGE FOR GENERATIONS

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Nonlinear Regression
ISBN: 978-0-471-47135-6
Paperback
792 pages
September 2003
US $121.95 Add to Cart

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  • Description
  • Table of Contents
  • Author Information
  • Reviews
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 Matrices

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.

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