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作者:

Wu, Cong (Wu, Cong.) | Wang, Jinru (Wang, Jinru.) | Zeng, Xiaochen (Zeng, Xiaochen.)

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SCIE CSCD

摘要:

This paper considers adaptive point-wise estimations of density functions in GARCHtype model under the local Ho center dot lder condition by wavelet methods. A point-wise lower bound estimation of that model is first investigated; then we provide a linear wavelet estimate to obtain the optimal convergence rate, which means that the convergence rate coincides with the lower bound. The non-linear wavelet estimator is introduced for adaptivity, although it is nearly-optimal. However, the non-linear wavelet one depends on an upper bound of the smoothness index of unknown functions, we finally discuss a data driven version without any assumptions on the estimated functions.

关键词:

Data-driven GARCH-type model Point-wise risk Thresholding Wavelets

作者机构:

  • [ 1 ] [Wu, Cong]Beijing Univ Technol, Coll Math, Fac Sci, Beijing, Peoples R China
  • [ 2 ] [Wang, Jinru]Beijing Univ Technol, Coll Math, Fac Sci, Beijing, Peoples R China
  • [ 3 ] [Zeng, Xiaochen]Beijing Univ Technol, Coll Math, Fac Sci, Beijing, Peoples R China

通讯作者信息:

  • [Zeng, Xiaochen]Beijing Univ Technol, Coll Math, Fac Sci, Beijing, Peoples R China

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来源 :

JOURNAL OF COMPUTATIONAL MATHEMATICS

ISSN: 0254-9409

年份: 2021

0 . 9 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:5

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

近30日浏览量: 2

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