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Parameter estimation and inverse problems / Richard C. Aster, Brian Borchers, and Clifford H. Thurber.
Table of contents Available online
View onlineMath/Physics/Astronomy Library QA276.8 .A88 2005 1 v. + CD-ROM
Available
- Format:
- Book
- Author/Creator:
- Aster, Richard C.
- Series:
- International geophysics series ; v. 90.
- International geophysics series ; ; v. 90
- Language:
- English
- Subjects (All):
- Parameter estimation.
- Mathematical models.
- Physical Description:
- xii, 301 pages : illustrations ; 24 cm + 1 CD-ROM (4 3/4 in.)
- Place of Publication:
- Amsterdam ; Boston : Elsevier Academic Press, [2005]
- Summary:
- Accompanying CD-ROM contains ... "computational examples and exercises using MATLAB routines."--P. [4] of cover.
- Contents:
- Linear Regression
- Discretizing Continuous Inverse Problems
- Rank Deficiency and Ill-Conditioning
- Tikhonov Regularization
- Iterative Methods
- Other Regularization Techniques
- Fourier Techniques
- Nonlinear Regression
- Nonlinear Inverse Problems
- Bayesian Methods.
- Notes:
- Includes bibliographical references (pages 283-289) and index.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Class of 1924 Book Fund.
- ISBN:
- 0120656043
- 9780120656042
- OCLC:
- 57470064
- Online:
- Publisher description
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