Parameter estimation and inverse problems.
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TextPublication details: Amsterdam : Elsevier; 2013Edition: 2nd ed. Richard C. Aster, Clifford H. ThurberDescription: x, 360 p. : ill. ; 24 cmISBN: - 9780123850485
- 515.357 AST/Par 23
- QA276.8 .A88 2013
| Item type | Current library | Call number | Status | Date due | Barcode | |
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Goa University Library MCA Book Bank | 515.357 AST/Par (Browse shelf(Opens below)) | Available | 142886 |
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| 515.2433 LOU/Wav Wavelets: theory and applications | 515.353 GOC/Par Partial Differential Equations: Analytical and Numerical Methods - 2nd ed. | 515.353 MAT/Par Partial Differential Equations: Modeling, Analysis, Computation | 515.357 AST/Par Parameter estimation and inverse problems. | 515.625 DOR/App Applications of lie groups to difference equations | 515.63 NGU-SCH Tensor analysis and elementary differential geometry for physicists and engineers | 515.63 SPR/Ten Tensor and vector analysis: with applications to differential geometry |
Includes bibliographical references and index.
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.
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