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Deconvolution Problems in Nonparametric Statistics

Language EnglishEnglish
Book Paperback
Book Deconvolution Problems in Nonparametric Statistics Alexander Meister
Libristo code: 01570637
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, January 2009
This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density... Full description
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This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density estimation based on contaminated data, errors-in-variables regression, and image reconstruction. Some real-life applications are discussed while we mainly focus on methodology (description of the estimation procedures) and theory (minimax convergence rates with rigorous proofs and adaptive smoothing parameter selection). In general, we have tried to present the proofs in such manner that only a low level of previous knowledge is needed. An appendix chapter on further results of Fourier analysis is also provided.

About the book

Full name Deconvolution Problems in Nonparametric Statistics
Author Alexander Meister
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 210
EAN 9783540875567
ISBN 3540875565
Libristo code 01570637
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 334
Dimensions 159 x 234 x 12

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Probability & statistics
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