Parameter estimation and inverse problems

Author/creator Aster, Richard C.
Other author Thurber, Clifford H.
Format Electronic
Edition2nd ed. / Richard C. Aster, Clifford H. Thurber.
Publication InfoWaltham, MA : Academic Press,
Descriptionx, 360 p. : ill. ; 24 cm.
Supplemental ContentFull 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 noteIncludes bibliographical references (p. 349-354) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2011032004
ISBN9780123850485 (hardback)

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