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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

L-p risk Wavelets Biased regression estimation

Author Community:

  • [ 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

Reprint Author's Address:

  • 刘有明

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

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Source :

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

ISSN: 0361-0926

Year: 2017

Issue: 5

Volume: 46

Page: 2375-2395

0 . 8 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:66

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 13

SCOPUS Cited Count: 13

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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