Parameter estimation and inverse problems
| Author/creator | Aster, Richard C. |
| Other author | Thurber, Clifford H. |
| Format | Electronic |
| Edition | 2nd ed. / Richard C. Aster, Clifford H. Thurber. |
| Publication Info | Waltham, MA : Academic Press, |
| Description | x, 360 p. : ill. ; 24 cm. |
| Supplemental Content | Full text available from eBook - Earth and Planetary Sciences 2012 [EBCEPS12] |
| Subjects |
| Contents | Machine generated contents note: Preface Chapter 1: Introduction Chapter 2: Linear Regression Chapter 3: Rank Deficiency and Ill Conditioning Chapter 4: Tikhonov Regularization Chapter 5: Discretizing Inverse Problems Using Basis Functions Chapter 6: Iterative Methods Chapter 7: Additional Regularization Techniques Chapter 8: Fourier Techniques Chapter 9: Nonlinear Regression Chapter 10: Nonlinear Inverse Problems Chapter 11: Bayesian Methods Chapter 12: Epilogue A. Review of Linear Algebra B. Review of Probability and Statistics C. Review of Vector Calculus D. Glossary of Notation Bibliography Index. |
| Bibliography note | Includes bibliographical references (p. 349-354) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2011032004 |
| ISBN | 9780123850485 (hardback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |