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COVID-19 impact on commodity futures volatilities

COVID-19 pandemic has affected almost all aspects of the global economy, especially commodity futures markets, due to the disruption risk of global supply chains from the pandemic lockdown. This paper extends ARMA-GARCH models to investigate the pandemic impact on both long-run and short-term volati...

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Detalles Bibliográficos
Autores principales: Zhang, Yongmin, Wang, Ruizhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651484/
https://www.ncbi.nlm.nih.gov/pubmed/34903953
http://dx.doi.org/10.1016/j.frl.2021.102624
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author Zhang, Yongmin
Wang, Ruizhi
author_facet Zhang, Yongmin
Wang, Ruizhi
author_sort Zhang, Yongmin
collection PubMed
description COVID-19 pandemic has affected almost all aspects of the global economy, especially commodity futures markets, due to the disruption risk of global supply chains from the pandemic lockdown. This paper extends ARMA-GARCH models to investigate the pandemic impact on both long-run and short-term volatilities of four major commodity futures. Model-fitting results reveal that the pandemic event has enhanced long-run volatilities for all futures returns, while the daily COVID-19 infection speed has mixed effects on short-term (instantaneous) volatilities. Our extended models and research findings are useful in global supply chain risk management, commodity options trading and regulators’ supervision of inflation risk.
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spelling pubmed-86514842021-12-08 COVID-19 impact on commodity futures volatilities Zhang, Yongmin Wang, Ruizhi Financ Res Lett Article COVID-19 pandemic has affected almost all aspects of the global economy, especially commodity futures markets, due to the disruption risk of global supply chains from the pandemic lockdown. This paper extends ARMA-GARCH models to investigate the pandemic impact on both long-run and short-term volatilities of four major commodity futures. Model-fitting results reveal that the pandemic event has enhanced long-run volatilities for all futures returns, while the daily COVID-19 infection speed has mixed effects on short-term (instantaneous) volatilities. Our extended models and research findings are useful in global supply chain risk management, commodity options trading and regulators’ supervision of inflation risk. The Authors. Published by Elsevier Inc. 2022-06 2021-12-08 /pmc/articles/PMC8651484/ /pubmed/34903953 http://dx.doi.org/10.1016/j.frl.2021.102624 Text en © 2021 The Authors. Published by Elsevier Inc. 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
Zhang, Yongmin
Wang, Ruizhi
COVID-19 impact on commodity futures volatilities
title COVID-19 impact on commodity futures volatilities
title_full COVID-19 impact on commodity futures volatilities
title_fullStr COVID-19 impact on commodity futures volatilities
title_full_unstemmed COVID-19 impact on commodity futures volatilities
title_short COVID-19 impact on commodity futures volatilities
title_sort covid-19 impact on commodity futures volatilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651484/
https://www.ncbi.nlm.nih.gov/pubmed/34903953
http://dx.doi.org/10.1016/j.frl.2021.102624
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