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作者:

Kou, Junke (Kou, Junke.) | Liu, Youming (Liu, Youming.) (学者:刘有明)

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EI Scopus SCIE

摘要:

Using a wavelet basis, Chesneau and Shirazi study the estimation of one-dimensional regression functions in a biased non parametric model over L-2 risk (see Chesneau, C and Shirazi, E. Non parametric wavelet regression based on biased data, Communication in Statistics - Theory and Methods, 43: 2642-2658, 2014). This article considers d-dimensional regression function estimation over L-p (1 <= p < infinity) risk. It turns out that our results reduce to the corresponding theorems of Chesneau and Shirazi's theorems, when d = 1 and p = 2.

关键词:

Biased regression estimation L-p risk Wavelets

作者机构:

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

通讯作者信息:

  • 刘有明

    [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China

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来源 :

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

ISSN: 0361-0926

年份: 2017

期: 5

卷: 46

页码: 2375-2395

0 . 8 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:39

中科院分区:4

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 9

ESI高被引论文在榜: 0 展开所有

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