Deconvolution Problems in Nonparametric Statistics pdf epub mobi txt 电子书下载 2024

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Meister, Alexander

2009

210

$ 79.04

9783540875567

图书标签: 非参数统计

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发表于2024-11-23

Deconvolution Problems in Nonparametric Statistics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Deconvolution Problems in Nonparametric Statistics pdf epub mobi txt 电子书下载 2024

图书描述

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.

Deconvolution Problems in Nonparametric Statistics 下载 mobi epub pdf txt 电子书