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Author:

Xie, Qiwei (Xie, Qiwei.) (Scholars:谢启伟) | Liu, Ranran (Liu, Ranran.) | Li, Jingyu (Li, Jingyu.) | Wang, Xiaojiong (Wang, Xiaojiong.)

Indexed by:

EI Scopus SCIE

Abstract:

Few studies have considered the information in the frequency domain to detect the structural breaks in financial markets. This paper provides a mixed model that integrates BEMD, AFD and Chow test to study the fluctuation characteristics of the soybean futures price. Due to the application of AFD, the mixed model can detect the structural breaks of the price fluctuation through obtaining the high-resolution information in the frequency domain. According to our results, in general, the soybean futures price in China is mainly determined by IMF11, followed by IMF9, IMF8 and IMF7, and there exist many structural breaks of different IMFs. Interestingly, national macro-controls have opposite effects at IMF8 and IMF11. The results show the effectiveness of the proposed mixed model for detecting structural breaks of financial markets in frequency-domain by revealing the impact of external events on the soybean futures price at multi-scales.

Keyword:

risk management Chow test Price fluctuation adaptive Fourier decomposition empirical mode decomposition

Author Community:

  • [ 1 ] [Xie, Qiwei]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Ranran]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
  • [ 3 ] [Li, Jingyu]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Xiaojiong]Chinese Acad Sci, Inst Sci, Beijing 100190, Peoples R China
  • [ 5 ] [Wang, Xiaojiong]Chinese Acad Sci, Inst Dev, Beijing 100190, Peoples R China

Reprint Author's Address:

  • [Wang, Xiaojiong]Chinese Acad Sci, Inst Sci, Beijing 100190, Peoples R China;;[Wang, Xiaojiong]Chinese Acad Sci, Inst Dev, Beijing 100190, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING

ISSN: 0219-6913

Year: 2021

Issue: 05

Volume: 19

1 . 4 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:87

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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