Main Title |
Parameter estimation and inverse problems / |
Author |
Aster, Richard C.
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Other Authors |
|
Publisher |
Elsevier Academic Press, |
Year Published |
2005 |
OCLC Number |
57470064 |
ISBN |
0120656043; 9780120656042 |
Subjects |
Parameter estimation ;
Mathematical models ;
Geophysik ;
Inverse Methode ;
Geophysik--(DE-588)4020252-5 ;
Inverse Methode--(DE-588)4162226-1
|
Internet Access |
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKBM |
QA276.8.A88 2005 |
|
Research Triangle Park Library/RTP, NC |
08/31/2011 |
EKCM |
QA276.8.A88 2005 |
|
CEMM/GEMMD Library/Gulf Breeze,FL |
12/12/2017 |
ESBM |
QA276.8.A88 2005 |
|
CPHEA/PESD Library/Corvallis,OR |
03/01/2010 |
DISPERSAL |
|
Collation |
xii, 301 pages : illustrations ; 24 cm + 1 CD-ROM (4 3/4 in.). |
Notes |
Includes bibliographical references (pages 283-289) and index. |
Contents Notes |
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. "Parameter Estimation and Inverse Problems introduces readers to 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 accompanying CD-ROM features computational examples, and exercises using MATLAB routines. After learning this material, students should be well prepared to appreciate research papers that apply these methods."--BOOK JACKET. |
Place Published |
Amsterdam ; Boston |
Title Ser Add Ent |
International geophysics series ; ; v. 90. |
PUB Date Free Form |
©2005 |
Series Title Traced |
International geophysics series ; ; v. 90 |
Series Title Untraced |
International geophysics series ; ; v. 90 |
BIB Level |
m |
Medium |
unmediated |
Content |
text |
Carrier |
volume |
Cataloging Source |
OCLC/T |
LCCN |
2005295471 |
Merged OCLC records |
60382779; 768256045; 857199457; 963612578; 1004599639 |
OCLC Time Stamp |
20171206055210 |
Language |
eng |
Origin |
OCLC |
Type |
CAT |
OCLC Rec Leader |
03680cam 2200673Ia 45010 |