| 000 -LEADER |
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| fixed length control field |
01837 a2200277 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250901105314.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250829b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| ISBN |
9780128046517 |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
515.357 AST/P |
| 100 ## - MAIN ENTRY--AUTHOR NAME |
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| Personal name |
Aster, Richard C. |
| 245 ## - TITLE STATEMENT |
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| Title |
Parameter estimation and inverse problems |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher |
Elsevier |
| Place of publication |
Amsterdam |
| Year of publication |
c2019 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Number of Pages |
xi, 392p.; 24cm. |
| 500 ## - GENERAL NOTE |
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| General note |
Table of contents<br/><br/>1. Introduction<br/>2. Linear Regression<br/>3. Rank Deficiency and Ill-Conditioning<br/>4. Tikhonov Regularization<br/>5. Discretizing by Basis Functions<br/>6. Iterative Methods of Solving Linear Problems<br/>7. Additional Regularization Techniques<br/>8. Fourier Techniques<br/>9. Nonlinear Regression<br/>10. Nonlinear Inverse Problems<br/>11. Bayesian Methods<br/>12 Adjoint Methods |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Parameter Estimation and Inverse Problems, Third Edition, is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who do not have an extensive mathematical background. The book is complemented by a companion website that includes MATLAB codes that correspond to examples that are illustrated with simple, easy to follow problems that illuminate the details of particular numerical methods. Updates to the new edition include more discussions of Laplacian smoothing, an expansion of basis function exercises, the addition of stochastic descent, an improved presentation of Fourier methods and exercises, and more.<br/><br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Differential calculus |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Term |
Differential equations |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Borchers, Brian |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Thurber, Clifford H. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
https://doi.org/10.1016/C2015-0-02458-3 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Book |
