Parameter estimation and inverse problems


Richard C. Aster; Brian Borchers; Clifford H. Thurber
Bok Engelsk 2013
Omfang
X, 360 S. : Ill., graph. Darst.
Utgave
2. ed.
Opplysninger
Hier auch später erschienene, unveränderte Nachdrucke. - 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..
Emner
ISBN
9780123850485 (hardback). - 9780128100929 (paperback)

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