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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Series: | Discrete Dynamics in Nature and Society |
Online Access: | http://dx.doi.org/10.1155/2021/5558967 |
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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 |
work_keys_str_mv |
AT zhonghuiding dollarsinfluenceoncrudeoilandgoldbasedonmfdpccamethod AT kaishi dollarsinfluenceoncrudeoilandgoldbasedonmfdpccamethod AT binwang dollarsinfluenceoncrudeoilandgoldbasedonmfdpccamethod |
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1721307974989774848 |