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Statistical and computational inverse problems (Record no. 5763)

000 -LEADER
fixed length control field 01703 a2200229 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250901171857.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250827b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780387220734
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515.357 KAI/S
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Kaipio, Jari
245 ## - TITLE STATEMENT
Title Statistical and computational inverse problems
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher Springer
Place of publication New York
Year of publication c2005
300 ## - PHYSICAL DESCRIPTION
Number of Pages xvi, 339p.; 23cm.
520 ## - SUMMARY, ETC.
Summary, etc This book is aimed at postgraduate students in applied mathematics as well as at engineering and physics students with a ?rm background in mathem- ics. The ?rst four chapters can be used as the material for a ?rst course on inverse problems with a focus on computational and statistical aspects. On the other hand, Chapters 3 and 4, which discuss statistical and nonstati- ary inversion methods, can be used by students already having knowldege of classical inversion methods. There is rich literature, including numerous textbooks, on the classical aspects of inverse problems. From the numerical point of view, these books concentrate on problems in which the measurement errors are either very small or in which the error properties are known exactly. In real-world pr- lems, however, the errors are seldom very small and their properties in the deterministic sensearenot wellknown.For example,inclassicalliteraturethe errornorm is usuallyassumed to be a known realnumber. In reality,the error norm is a random variable whose mean might be known.<br/>
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Mathematics analysis 
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Differential calculus
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Differental equations
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Somersalo, Erkki
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://doi.org/10.1007/b138659
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Permanent Location Current Location Shelving location Date acquired Full call number Accession Number Koha item type Collection code
      CENTRAL LIBRARY CENTRAL LIBRARY General Stack (Sahyadri Campus) 2025-08-29 515.357 KAI/S 09768 Book  
      CENTRAL LIBRARY CENTRAL LIBRARY General Stack (Sahyadri Campus) 2025-08-29 515.357 KAI/S 09771 Book  
      CENTRAL LIBRARY CENTRAL LIBRARY General Stack (Sahyadri Campus) 2025-08-29 515.357 KAI/S 09769 Book  
      CENTRAL LIBRARY CENTRAL LIBRARY General Stack (Sahyadri Campus) 2025-08-29 515.357 KAI/S 09770 Book  
      CENTRAL LIBRARY CENTRAL LIBRARY Reference (Sahyadri Campus) 2025-08-29 515.357 KAI/S 09767 Reference Reference

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