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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Probability & statistics

• Celý názov: Deconvolution Problems in Nonparametric Statistics
• Autor: Alexander Meister
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 210
• EAN: 9783540875567
• ISBN: 3540875565
• ID: 01570637
• Nakladateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnosť: 334 g
• Rozmery: 234 × 159 × 12 mm
• Dátum vydania: 01. January 2009

Obľúbené z iného súdka

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