Erschienen: 25.03.2009 Abbildung von Meister | Deconvolution Problems in Nonparametric Statistics | 1st Edition. | 2009 | 193

Meister

Deconvolution Problems in Nonparametric Statistics

1st Edition. 2009. Buch. vI, 210 S. Bibliographien. Softcover

Springer. ISBN 978-3-540-87556-7

Format (B x L): 15,5 x 23,5 cm

Gewicht: 338 g

In englischer Sprache

Das Werk ist Teil der Reihe: Lecture Notes in Statistics; 193

Produktbeschreibung

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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