Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method

This paper analyzed the influence of dollar on crude oil and gold based on the multifractal detrended partial cross-correlation analysis method. It showed that affected by the dollar, the crude oil and gold markets have a partial cross-correlation relationship which is stronger than their own cross-...

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Main Authors: Zhonghui Ding, Kai Shi, Bin Wang
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2021/5558967
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spelling doaj-119a273fed4941d0a5c0128756bdecee2021-07-12T02:12:28ZengHindawi LimitedDiscrete Dynamics in Nature and Society1607-887X2021-01-01202110.1155/2021/5558967Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA MethodZhonghui Ding0Kai Shi1Bin Wang2College of ScienceCollege of Information Science and EngineeringCollege of ScienceThis paper analyzed the influence of dollar on crude oil and gold based on the multifractal detrended partial cross-correlation analysis method. It showed that affected by the dollar, the crude oil and gold markets have a partial cross-correlation relationship which is stronger than their own cross-correlation. The partial cross-correlation is long-term and has multifractal characteristics. Through shuffled and Fourier-phase randomization, it is found that this multifractal feature is caused by the combined effect of the long-term cross-correlation between the returns and the fluctuation fat-tailed distribution, where the influence of the fat-tailed distribution is slightly greater than that of the long-term cross-correlation between the returns.http://dx.doi.org/10.1155/2021/5558967
collection DOAJ
language English
format Article
sources DOAJ
author Zhonghui Ding
Kai Shi
Bin Wang
spellingShingle Zhonghui Ding
Kai Shi
Bin Wang
Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
Discrete Dynamics in Nature and Society
author_facet Zhonghui Ding
Kai Shi
Bin Wang
author_sort Zhonghui Ding
title Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
title_short Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
title_full Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
title_fullStr Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
title_full_unstemmed Dollar’s Influence on Crude Oil and Gold Based on MF-DPCCA Method
title_sort dollar’s influence on crude oil and gold based on mf-dpcca method
publisher Hindawi Limited
series Discrete Dynamics in Nature and Society
issn 1607-887X
publishDate 2021-01-01
description This paper analyzed the influence of dollar on crude oil and gold based on the multifractal detrended partial cross-correlation analysis method. It showed that affected by the dollar, the crude oil and gold markets have a partial cross-correlation relationship which is stronger than their own cross-correlation. The partial cross-correlation is long-term and has multifractal characteristics. Through shuffled and Fourier-phase randomization, it is found that this multifractal feature is caused by the combined effect of the long-term cross-correlation between the returns and the fluctuation fat-tailed distribution, where the influence of the fat-tailed distribution is slightly greater than that of the long-term cross-correlation between the returns.
url http://dx.doi.org/10.1155/2021/5558967
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AT kaishi dollarsinfluenceoncrudeoilandgoldbasedonmfdpccamethod
AT binwang dollarsinfluenceoncrudeoilandgoldbasedonmfdpccamethod
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