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Item Details
Title: PARAMETER ESTIMATION AND INVERSE PROBLEMS
By: Richard C. Aster, Brian Borchers, Clifford H. Thurber
Format: Hardback

List price: £60.99


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ISBN 10: 0123850487
ISBN 13: 9780123850485
Publisher: ELSEVIER SCIENCE PUBLISHING CO INC
Pub. date: 21 January, 2012
Edition: 2nd edition
Pages: 376
Description: Provides geoscience students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, and how one may determine the quality of such a model. This book introduces both Classical and Bayesian approaches to linear and nonlinear problems.
Synopsis: Parameter Estimation and Inverse Problems, Second Edition provides geoscience students and professionals with answers to common questions like how one can derive a physical model from a finite set of observations containing errors, and how one may determine the quality of such a model. This book takes on these fundamental and challenging problems, introducing students and professionals to the broad range of approaches that lie in the realm of inverse theory. The authors present both the underlying theory and practical algorithms for solving inverse problems. The authors' treatment is appropriate for geoscience graduate students and advanced undergraduates with a basic working knowledge of calculus, linear algebra, and statistics. Parameter Estimation and Inverse Problems, Second Edition introduces readers to both Classical and Bayesian approaches to linear and nonlinear problems with particular attention paid to computational, mathematical, and statistical issues related to their application to geophysical problems. The textbook includes Appendices covering essential linear algebra, statistics, and notation in the context of the subject.
Publication: US
Imprint: Academic Press Inc
Returns: Returnable
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