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作者:

Xue, Liu Gen (Xue, Liu Gen.) (学者:薛留根) | Liu, Qiang (Liu, Qiang.)

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Scopus SCIE CSCD

摘要:

The inference for the parameters in a semiparametric regression model is studied by using the wavelet and the bootstrap methods. The bootstrap statistics are constructed by using Efron's resampling technique, and the strong uniform convergence of the bootstrap approximation is proved. Our results can be used to construct the large sample confidence intervals for the parameters of interest. A simulation study is conducted to evaluate the finite-sample performance of the bootstrap method and to compare it with the normal approximation-based method.

关键词:

bootstrap approximation confidence interval semiparametric regression model strong uniform convergence wavelet estimate

作者机构:

  • [ 1 ] [Xue, Liu Gen]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Qiang]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Liu, Qiang]Capital Univ Econ & Business, Sch Stat, Beijing 100070, Peoples R China

通讯作者信息:

  • 薛留根

    [Xue, Liu Gen]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

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来源 :

ACTA MATHEMATICA SINICA-ENGLISH SERIES

ISSN: 1439-8516

年份: 2010

期: 4

卷: 26

页码: 763-778

0 . 7 0 0

JCR@2022

ESI学科: MATHEMATICS;

JCR分区:3

中科院分区:4

被引次数:

WoS核心集被引频次: 5

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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