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Author:

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

Indexed by:

Scopus SCIE CSCD

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

  • 薛留根

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

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Source :

ACTA MATHEMATICA SINICA-ENGLISH SERIES

ISSN: 1439-8516

Year: 2010

Issue: 4

Volume: 26

Page: 763-778

0 . 7 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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