Parameter estimation and inverse problems:
Gespeichert in:
1. Verfasser: | |
---|---|
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Amsterdam ; Boston
Elsevier Academic Press
2005
|
Schriftenreihe: | International geophysics series
; v. 90 |
Schlagworte: | |
Beschreibung: | Print version record |
Beschreibung: | 1 online resource (xii, 301 pages) illustrations |
ISBN: | 9780120656042 0120656043 0080470556 9780080470559 1280961171 9781280961175 |
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245 | 1 | 0 | |a Parameter estimation and inverse problems |c Richard C. Aster, Brian Borchers, and Clifford H. Thurber |
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505 | 8 | |a Parameter Estimation and Inverse Problems primarily serves as a textbook for advanced undergraduate and introductory graduate courses. Class notes have been developed and reside on the World Wide Web for faciliting use and feedback by teaching colleagues. The authors' treatment promotes an understanding of fundamental and practical issus associated with parameter fitting and inverse problems including basic theory of inverse problems, statistical issues, computational issues, and an understanding of how to analyze the success and limitations of solutions to these probles. The text is also a practical resource for general students and professional researchers, where techniques and concepts can be readily picked up on a chapter-by-chapter basis. Parameter Estimation and Inverse Problems is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who may not have an extensive mathematical background. It is accompanied by a Web site that contains Matlab code corresponding to all examples. * Designed to be accessible to graduate students and professionals in physical sciences without an extensive mathematical background * Includes three appendices for review of linear algebra and crucial concepts in statistics * Battle-tested in courses at several universities *MATLAB exercises facilitate exploration of material | |
650 | 7 | |a MATHEMATICS / Differential Equations / General |2 bisacsh | |
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700 | 1 | |a Borchers, Brian |e Sonstige |4 oth | |
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Datensatz im Suchindex
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---|---|
any_adam_object | |
author | Aster, Richard C. |
author_facet | Aster, Richard C. |
author_role | aut |
author_sort | Aster, Richard C. |
author_variant | r c a rc rca |
building | Verbundindex |
bvnumber | BV045341878 |
collection | ZDB-4-ENC |
contents | Parameter Estimation and Inverse Problems primarily serves as a textbook for advanced undergraduate and introductory graduate courses. Class notes have been developed and reside on the World Wide Web for faciliting use and feedback by teaching colleagues. The authors' treatment promotes an understanding of fundamental and practical issus associated with parameter fitting and inverse problems including basic theory of inverse problems, statistical issues, computational issues, and an understanding of how to analyze the success and limitations of solutions to these probles. The text is also a practical resource for general students and professional researchers, where techniques and concepts can be readily picked up on a chapter-by-chapter basis. Parameter Estimation and Inverse Problems is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who may not have an extensive mathematical background. It is accompanied by a Web site that contains Matlab code corresponding to all examples. * Designed to be accessible to graduate students and professionals in physical sciences without an extensive mathematical background * Includes three appendices for review of linear algebra and crucial concepts in statistics * Battle-tested in courses at several universities *MATLAB exercises facilitate exploration of material |
ctrlnum | (ZDB-4-ENC)ocn162569183 (OCoLC)162569183 (DE-599)BVBBV045341878 |
dewey-full | 515/.357 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 515 - Analysis |
dewey-raw | 515/.357 |
dewey-search | 515/.357 |
dewey-sort | 3515 3357 |
dewey-tens | 510 - Mathematics |
discipline | Mathematik |
format | Electronic eBook |
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id | DE-604.BV045341878 |
illustrated | Illustrated |
indexdate | 2024-07-10T08:15:26Z |
institution | BVB |
isbn | 9780120656042 0120656043 0080470556 9780080470559 1280961171 9781280961175 |
language | English |
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physical | 1 online resource (xii, 301 pages) illustrations |
psigel | ZDB-4-ENC |
publishDate | 2005 |
publishDateSearch | 2005 |
publishDateSort | 2005 |
publisher | Elsevier Academic Press |
record_format | marc |
series2 | International geophysics series |
spelling | Aster, Richard C. Verfasser aut Parameter estimation and inverse problems Richard C. Aster, Brian Borchers, and Clifford H. Thurber Amsterdam ; Boston Elsevier Academic Press 2005 1 online resource (xii, 301 pages) illustrations txt rdacontent c rdamedia cr rdacarrier International geophysics series ; v. 90 Print version record Parameter Estimation and Inverse Problems primarily serves as a textbook for advanced undergraduate and introductory graduate courses. Class notes have been developed and reside on the World Wide Web for faciliting use and feedback by teaching colleagues. The authors' treatment promotes an understanding of fundamental and practical issus associated with parameter fitting and inverse problems including basic theory of inverse problems, statistical issues, computational issues, and an understanding of how to analyze the success and limitations of solutions to these probles. The text is also a practical resource for general students and professional researchers, where techniques and concepts can be readily picked up on a chapter-by-chapter basis. Parameter Estimation and Inverse Problems is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who may not have an extensive mathematical background. It is accompanied by a Web site that contains Matlab code corresponding to all examples. * Designed to be accessible to graduate students and professionals in physical sciences without an extensive mathematical background * Includes three appendices for review of linear algebra and crucial concepts in statistics * Battle-tested in courses at several universities *MATLAB exercises facilitate exploration of material MATHEMATICS / Differential Equations / General bisacsh Mathematical models fast Parameter estimation fast Parameter estimation Mathematical models Inverse Methode (DE-588)4162226-1 gnd rswk-swf Geophysik (DE-588)4020252-5 gnd rswk-swf Inversion Geologie (DE-588)4393651-9 gnd rswk-swf Parameterschätzung (DE-588)4044614-1 gnd rswk-swf Inverses Problem (DE-588)4125161-1 gnd rswk-swf Parameterschätzung (DE-588)4044614-1 s Inverses Problem (DE-588)4125161-1 s Inversion Geologie (DE-588)4393651-9 s 1\p DE-604 Geophysik (DE-588)4020252-5 s Inverse Methode (DE-588)4162226-1 s 2\p DE-604 Thurber, Clifford H. Sonstige oth Borchers, Brian Sonstige oth Erscheint auch als Druck-Ausgabe Aster, Richard C. Parameter estimation and inverse problems Amsterdam ; Boston : Elsevier Academic Press, 2005 0120656043 9780120656042 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Aster, Richard C. Parameter estimation and inverse problems Parameter Estimation and Inverse Problems primarily serves as a textbook for advanced undergraduate and introductory graduate courses. Class notes have been developed and reside on the World Wide Web for faciliting use and feedback by teaching colleagues. The authors' treatment promotes an understanding of fundamental and practical issus associated with parameter fitting and inverse problems including basic theory of inverse problems, statistical issues, computational issues, and an understanding of how to analyze the success and limitations of solutions to these probles. The text is also a practical resource for general students and professional researchers, where techniques and concepts can be readily picked up on a chapter-by-chapter basis. Parameter Estimation and Inverse Problems is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who may not have an extensive mathematical background. It is accompanied by a Web site that contains Matlab code corresponding to all examples. * Designed to be accessible to graduate students and professionals in physical sciences without an extensive mathematical background * Includes three appendices for review of linear algebra and crucial concepts in statistics * Battle-tested in courses at several universities *MATLAB exercises facilitate exploration of material MATHEMATICS / Differential Equations / General bisacsh Mathematical models fast Parameter estimation fast Parameter estimation Mathematical models Inverse Methode (DE-588)4162226-1 gnd Geophysik (DE-588)4020252-5 gnd Inversion Geologie (DE-588)4393651-9 gnd Parameterschätzung (DE-588)4044614-1 gnd Inverses Problem (DE-588)4125161-1 gnd |
subject_GND | (DE-588)4162226-1 (DE-588)4020252-5 (DE-588)4393651-9 (DE-588)4044614-1 (DE-588)4125161-1 |
title | Parameter estimation and inverse problems |
title_auth | Parameter estimation and inverse problems |
title_exact_search | Parameter estimation and inverse problems |
title_full | Parameter estimation and inverse problems Richard C. Aster, Brian Borchers, and Clifford H. Thurber |
title_fullStr | Parameter estimation and inverse problems Richard C. Aster, Brian Borchers, and Clifford H. Thurber |
title_full_unstemmed | Parameter estimation and inverse problems Richard C. Aster, Brian Borchers, and Clifford H. Thurber |
title_short | Parameter estimation and inverse problems |
title_sort | parameter estimation and inverse problems |
topic | MATHEMATICS / Differential Equations / General bisacsh Mathematical models fast Parameter estimation fast Parameter estimation Mathematical models Inverse Methode (DE-588)4162226-1 gnd Geophysik (DE-588)4020252-5 gnd Inversion Geologie (DE-588)4393651-9 gnd Parameterschätzung (DE-588)4044614-1 gnd Inverses Problem (DE-588)4125161-1 gnd |
topic_facet | MATHEMATICS / Differential Equations / General Mathematical models Parameter estimation Parameter estimation Mathematical models Inverse Methode Geophysik Inversion Geologie Parameterschätzung Inverses Problem |
work_keys_str_mv | AT asterrichardc parameterestimationandinverseproblems AT thurbercliffordh parameterestimationandinverseproblems AT borchersbrian parameterestimationandinverseproblems |