| 000 | 02343nam a2200313Ia 4500 | ||
|---|---|---|---|
| 003 | OSt | ||
| 005 | 20251120121021.0 | ||
| 008 | 220909b |||||||| |||| 00| 0 eng d | ||
| 020 | _a9780123850485 | ||
| 037 | _cTextual | ||
| 040 |
_aCSL _beng _cCSL |
||
| 041 | _aeng | ||
| 084 |
_aB2811 Q3;1 _qCSL |
||
| 100 |
_a Aster, Richard C. _eauthor _9852564 |
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| 245 | 0 | _aParameter Estimation and Inverse Problems | |
| 250 | _a2nd | ||
| 260 |
_aOxford : _bAcademic , _c2013 . |
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| 300 | _ax,360p. | ||
| 500 | _aIncluded Bibliography 349-354p.; Index 355-360p. | ||
| 520 | _aParameter 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. Includes appendices for review of needed concepts in linear, statistics, and vector calculus. Accessible to students and professionals without a highly specialized mathematical background. | ||
| 650 |
_aInverse problems. _9852565 |
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| 650 |
_aInversion. _9852566 |
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| 650 |
_aParameter estimation. _9852567 |
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| 650 |
_aStatistics. _9852568 |
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| 700 |
_aBorchers, Brian _eco-author _9852569 |
||
| 700 |
_aThurber, Clifford H _eco-author _9852570 |
||
| 942 |
_hB2811 Q3;1 _cTEXL _2CC _n0 |
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| 999 |
_c15498 _d15498 |
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