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Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices
This paper examines the impacts of COVID-19 on the multifractality of gold and oil prices based on upward and downward trends. We apply the Asymmetric Multifractal Detrended Fluctuation Analysis (A-MF-DFA) approach to 15-min interval intraday data. The results show strong evidence of asymmetric mult...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7420105/ https://www.ncbi.nlm.nih.gov/pubmed/34173419 http://dx.doi.org/10.1016/j.resourpol.2020.101829 |
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author | Mensi, Walid Sensoy, Ahmet Vo, Xuan Vinh Kang, Sang Hoon |
author_facet | Mensi, Walid Sensoy, Ahmet Vo, Xuan Vinh Kang, Sang Hoon |
author_sort | Mensi, Walid |
collection | PubMed |
description | This paper examines the impacts of COVID-19 on the multifractality of gold and oil prices based on upward and downward trends. We apply the Asymmetric Multifractal Detrended Fluctuation Analysis (A-MF-DFA) approach to 15-min interval intraday data. The results show strong evidence of asymmetric multifractality that increases as the fractality scale increases. Moreover, multifractality is especially higher in the downside (upside) trend for Brent oil (gold), and this excess asymmetry has been more accentuated during the COVID-19 outbreak. Before the outbreak, the gold (oil) market was more inefficient during downward (upward) trends. During the COVID-19 outbreak period, we see that the results have changed. More precisely, we find that gold (oil) is more inefficient during upward (downward) trends. Gold and oil markets have been inefficient, particularly during the outbreak. The efficiency of gold and oil markets is sensitive to scales, market trends, and to the pandemic outbreak, highlighting the investor sentiment effect. |
format | Online Article Text |
id | pubmed-7420105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74201052020-08-12 Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices Mensi, Walid Sensoy, Ahmet Vo, Xuan Vinh Kang, Sang Hoon Resour Policy Article This paper examines the impacts of COVID-19 on the multifractality of gold and oil prices based on upward and downward trends. We apply the Asymmetric Multifractal Detrended Fluctuation Analysis (A-MF-DFA) approach to 15-min interval intraday data. The results show strong evidence of asymmetric multifractality that increases as the fractality scale increases. Moreover, multifractality is especially higher in the downside (upside) trend for Brent oil (gold), and this excess asymmetry has been more accentuated during the COVID-19 outbreak. Before the outbreak, the gold (oil) market was more inefficient during downward (upward) trends. During the COVID-19 outbreak period, we see that the results have changed. More precisely, we find that gold (oil) is more inefficient during upward (downward) trends. Gold and oil markets have been inefficient, particularly during the outbreak. The efficiency of gold and oil markets is sensitive to scales, market trends, and to the pandemic outbreak, highlighting the investor sentiment effect. Elsevier Ltd. 2020-12 2020-08-12 /pmc/articles/PMC7420105/ /pubmed/34173419 http://dx.doi.org/10.1016/j.resourpol.2020.101829 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Mensi, Walid Sensoy, Ahmet Vo, Xuan Vinh Kang, Sang Hoon Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title | Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title_full | Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title_fullStr | Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title_full_unstemmed | Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title_short | Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices |
title_sort | impact of covid-19 outbreak on asymmetric multifractality of gold and oil prices |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7420105/ https://www.ncbi.nlm.nih.gov/pubmed/34173419 http://dx.doi.org/10.1016/j.resourpol.2020.101829 |
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