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Author:

Cao, Kaikai (Cao, Kaikai.) | Liu, Youming (Liu, Youming.) (Scholars:刘有明)

Indexed by:

EI Scopus SCIE

Abstract:

By using biorthogonal wavelets, Reynaud-Bouret, Rivoirard and Tuleau-Malot provide the adaptive and optimal L-2-risk estimation for density functions (not necessarily having compact support) in a Besov space B-r,q(s)(R) [P. Reynaud-Bouret, V. Rivoirard and C. Tuleau-Malot, Adaptive density estimation: A curse of support?, J. Stat. Plan. Inference 141(1) (2011) 115-139]. The authors pose an open problem: Can L-P-risk (1 <= p < infinity) estimation be given in their setting? In this paper, we try to solve that problem for p is an element of vertical bar 2, +infinity) by using wavelet estimators.

Keyword:

Wavelet density estimation Besov space L-P-risk

Author Community:

  • [ 1 ] [Cao, Kaikai]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China

Reprint Author's Address:

  • 刘有明

    [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING

ISSN: 0219-6913

Year: 2018

Issue: 5

Volume: 16

1 . 4 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:161

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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