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Deconvolution Problems in Nonparametric Statistics
Language
English
English
Book
Paperback
This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density...
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Libristo code: 01570637
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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.
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About the book
Full name
Deconvolution Problems in Nonparametric Statistics
Author
Alexander Meister
Language
English
English
Binding
Book - Paperback
Date of issue
2009
Number of pages
210
EAN
9783540875567
ISBN
3540875565
Libristo code
01570637
Weight
334
Dimensions
159 x 234 x 12
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