Unknown
Academic Press
In:
Tulsa, Oklahoma, 2nd edition with CD-ROM, Academic Press, vol. 27, pp. 6322,
(Hardbound, ISBN: 0-12-065604-3, 320 pp.)
Publication Date:
2005
Description:
Contents: Preface 1. Introduction 2. Linear Regression 3. Discretizing
Continuous Inverse Problems 4. Rank Deficiency and Ill-Conditioning 5. Tikhonov
Regularization 6. Iterative Methods 7. Other Regularization Techniques 8. Fourier
Techniques 9. Nonlinear Regression 10. Nonlinear Inverse Problems 11. Bayesian Methods
Appendix A: Review of Linear Algebra Appendix B: Review of Probability and Statistics
Appendix C: Glossary of Notation; Bibliography; Index It is accompanied by a Web site
that contains Matlab code corresponding to all examples. Audience: Students and
professionals in Astrophysics, Applied Mathematics, Atmospheric Science, Geologiocal
Engineering, Geophysics, Hydrology, Oceanography and related fields.
Keywords:
Textbook of geophysics
;
Textbook of engineering
;
Inversion
;
Non-linear effects
;
Statistical investigations
;
Data analysis / ~ processing
;
Error analysis
;
Seismology
;
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