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Parameter Estimation and Inverse Problems

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ISBN-10: 0120656043

ISBN-13: 9780120656042

Edition: 2005

Authors: Richard C. Aster, Brian Borchers, Clifford H. Thurber

List price: $115.00
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Book details

List price: $115.00
Copyright year: 2005
Publisher: Elsevier Science & Technology
Publication date: 1/25/2005
Binding: Hardcover
Pages: 320
Size: 7.50" wide x 9.25" long x 1.00" tall
Weight: 2.2
Language: English

Preface
Introduction
Linear Regression
Discretizing Continuous Inverse Problems
Rank Deficiency and Ill-Conditioning
Tikhonov Regularization
Iterative Methods
Other Regularization Techniques
Fourier Techniques
Nonlinear Regression 1
Nonlinear Inverse Problems 1
Bayesian Methods
Review of Linear Algebra
Review of Probability and Statistics
Glossary of Notation
Bibliography
Index