Cover of Statistical and Computational Inverse Problems by Kaipio, Jari, Somersalo, E., ISBN 9780387220734
Applied

Statistical and Computational Inverse Problems

STATISTICAL & COMPUTATIONAL IN

Contributor(s): Author , Author Format: Hardback

Hardback ยท ISBN 9780387220734

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Key Specifications

ISBN 9780387220734
Subtitle STATISTICAL & COMPUTATIONAL IN
Publisher Springer
Publication date December 2004
Language English
MRP ยฃ109.99 GBP
Page count 360
Item weight 150 g

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.