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作者:

Liu, Youming (Liu, Youming.) (学者:刘有明) | Zeng, Xiaochen (Zeng, Xiaochen.)

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EI Scopus SCIE

摘要:

This current paper shows the asymptotic normality for wavelet deconvolution density estimators, when a density function belongs to some L-P(R) (p > 2) and the noises are moderately ill-posed with the index beta. The estimators include both the linear and non-linear wavelet ones. It turns out that the situation for 0 < beta <= 1 is more complicated than that for beta > 1. (C) 2018 Elsevier Inc. All rights reserved.

关键词:

Density function Deconvolution Central limit theorem Wavelet estimator

作者机构:

  • [ 1 ] [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China
  • [ 2 ] [Zeng, Xiaochen]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China

通讯作者信息:

  • [Zeng, Xiaochen]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China

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来源 :

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

ISSN: 1063-5203

年份: 2020

期: 1

卷: 48

页码: 321-342

2 . 5 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:46

被引次数:

WoS核心集被引频次: 14

SCOPUS被引频次: 15

ESI高被引论文在榜: 1 展开所有

  • 2021-1

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