Parameter estimation and inverse problems / (Record no. 2891190)

MARC details
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control field ocn162569183
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005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220712210358.0
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 070806s2005 ne a ob 001 0 eng d
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Original cataloging agency OPELS
Language of cataloging eng
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780120656042
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0120656043
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0080470556
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780080470559
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1280961171
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781280961175
029 1# - (OCLC)
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OCLC library identifier DEBBG
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OCLC library identifier DEBSZ
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035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)162569183
Canceled/invalid control number (OCoLC)123033019
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037 ## - SOURCE OF ACQUISITION
Stock number 98898:98901
Source of stock number/acquisition Elsevier Science & Technology
Note http://www.sciencedirect.com
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276.8
Item number .A88 2005eb
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 007000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code RB
Source bicssc
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515/.357
Edition number 22
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Aster, Richard C.
9 (RLIN) 1384207
245 10 - TITLE STATEMENT
Title Parameter estimation and inverse problems /
Statement of responsibility, etc Richard C. Aster, Brian Borchers, and Clifford H. Thurber.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Amsterdam ;
-- Boston :
Name of publisher, distributor, etc Elsevier Academic Press,
Date of publication, distribution, etc ©2005.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xii, 301 pages) :
Other physical details illustrations
336 ## -
-- text
-- txt
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337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
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490 1# - SERIES STATEMENT
Series statement International geophysics series ;
Volume number/sequential designation v. 90
520 ## - SUMMARY, ETC.
Summary, etc 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.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface -- 1. Introduction -- 2. Linear Regression -- 3. Discretizing Continuous Inverse Problems -- 4. Rank Deficiency and Ill-Conditioning -- 5. Tikhonov Regularization -- 6. Iterative Methods -- 7. Other Regularization Techniques -- 8. Fourier Techniques -- 9. Nonlinear Regression -- 10. Nonlinear Inverse Problems -- 11. Bayesian Methods -- Appendix A: Review of Linear Algebra -- Appendix B: Review of Probability and Statistics -- Appendix C: Glossary of Notation -- Bibliography -- Index.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 283-289) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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.
588 0# -
-- Print version record.
590 ## - LOCAL NOTE (RLIN)
Local note eBooks on EBSCOhost
Provenance (VM) [OBSOLETE] EBSCO eBook Subscription Academic Collection - Worldwide
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Parameter estimation.
9 (RLIN) 303582
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical models.
9 (RLIN) 27830
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Estimation d'un paramètre.
9 (RLIN) 899783
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Modèles mathématiques.
9 (RLIN) 866308
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element mathematical models.
Source of heading or term aat
9 (RLIN) 27830
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS
General subdivision Differential Equations
-- General.
Source of heading or term bisacsh
9 (RLIN) 865494
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical models.
Source of heading or term fast
-- (OCoLC)fst01012085
9 (RLIN) 27830
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Parameter estimation.
Source of heading or term fast
-- (OCoLC)fst01052990
9 (RLIN) 303582
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Thurber, Clifford H.
9 (RLIN) 1384208
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Borchers, Brian.
9 (RLIN) 1384209
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Aster, Richard C.
Title Parameter estimation and inverse problems.
Place, publisher, and date of publication Amsterdam ; Boston : Elsevier Academic Press, ©2005
International Standard Book Number 0120656043
-- 9780120656042
Record control number (DLC) 2005295471
-- (OCoLC)57470064
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title International geophysics series ;
Volume number/sequential designation ; v. 90.
9 (RLIN) 164040
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=187177">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=187177</a>
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Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
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