Kniha Deconvolution Problems in Nonparametric Statistics Alexander Meister

Deconvolution Problems in Nonparametric Statistics

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
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This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
210
EAN
9783540875567
ISBN
3540875565
Enbook ID
01570637
Hmotnost
334
Rozměry
159 x 234 x 12

Kompletní popis

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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