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" Parameter estimation and inverse problems "
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BL
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| Record Number
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183301
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| Doc. No
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b92306
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| Main Entry
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Aster, Richard C
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| Title & Author
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Parameter estimation and inverse problems
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| Edition Statement
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2nd ed. // Richard C. Aster, Brian Borchers, Clifford H. Thurber
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| Page. NO
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x, 360 pages :: illustrations,; 25 cm
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| ISBN
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9780123850485
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: 0123850487
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| Notes
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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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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Subject
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Parameter estimation
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| Subject
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Inverse problems (Differential equations)
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| Subject
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Inversion (Geophysics)
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| Subject
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Mathematical models
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| Dewey Classification
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515/.357
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| LC Classification
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QA276.8.A88 2013
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| Added Entry
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Borchers, Brian
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Thurber, Clifford H
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