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作者:

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

收录:

SCIE

摘要:

The perfect achievements have been made for L-P (1 <= p < +infinity) risk estimation, when a density function has compact support. However, there does not exist L-1 risk estimation for uncompactly supported densities in general. Motivated by the work of Juditsky & Lambert-Lacroix (A. Juditsky and S. Lambert-Lacroix, On minimax density estimation on R, Bernoulli, 10(2004), 187-220) and Goldenshluger & Lepski (A. Goldenshluger and O. Lepski, On adaptive minimax density estimation on R-d, Probab. Theory Relat. Fields., 159(2014), 479-543), we provide an adaptive estimate for a family of density functions not necessarily having compact supports in this paper.

关键词:

Besov space convergence rate density function L-1 risk wavelets

作者机构:

  • [ 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
  • [ 3 ] [Cao, Kaikai]Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Shandong, Peoples R China

通讯作者信息:

  • 刘有明

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

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来源 :

COMMUNICATIONS ON PURE AND APPLIED ANALYSIS

ISSN: 1534-0392

年份: 2020

期: 8

卷: 19

页码: 4007-4022

1 . 0 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:15

JCR分区:1

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