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Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold
Novel Coronavirus (COVID-19) has affected stock markets around the globe, adding serious challenges to asset allocations and hedging strategies. This investigation analyses the dynamic correlations and portfolio implications among the S&P 500 index and various commodities (gold, WTI crude oil, B...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444507/ https://www.ncbi.nlm.nih.gov/pubmed/36091721 http://dx.doi.org/10.1016/j.resourpol.2022.102985 |
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author | Liu, Xiaoxing Shehzad, Khurram Kocak, Emrah Zaman, Umer |
author_facet | Liu, Xiaoxing Shehzad, Khurram Kocak, Emrah Zaman, Umer |
author_sort | Liu, Xiaoxing |
collection | PubMed |
description | Novel Coronavirus (COVID-19) has affected stock markets around the globe, adding serious challenges to asset allocations and hedging strategies. This investigation analyses the dynamic correlations and portfolio implications among the S&P 500 index and various commodities (gold, WTI crude oil, Brent oil, beverages, and wheat) before and during the COVID-19 era. Using multivariate asymmetric GARCH models, the results show weak correlations during the standard period. However, the correlations intensify and become more complicated during the COVID-19 era, especially between gold and S&P 500. Similarly, bidirectional return and volatility spillovers across stock-commodity markets are more pronounced during the COVID-19 outbreak. Analysis involving the optimal portfolio weights and time-varying hedge ratios indicates that a $1long position in the S&P 500 can be hedged for 15 cents in crude oil during the standard period and for 33 cents in gold during the COVID-19 era. A portfolio of S&P 500 – beverages displays the highest VaR, while a portfolio of S&P 500 – gold displays the lowest VaR, especially during the COVID-19 era. This finding suggests that gold offers better portfolio diversification benefits and downside risk reductions, which are useful in determining strategies for portfolio investors during the COVID-19 outbreak. |
format | Online Article Text |
id | pubmed-9444507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94445072022-09-06 Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold Liu, Xiaoxing Shehzad, Khurram Kocak, Emrah Zaman, Umer Resour Policy Article Novel Coronavirus (COVID-19) has affected stock markets around the globe, adding serious challenges to asset allocations and hedging strategies. This investigation analyses the dynamic correlations and portfolio implications among the S&P 500 index and various commodities (gold, WTI crude oil, Brent oil, beverages, and wheat) before and during the COVID-19 era. Using multivariate asymmetric GARCH models, the results show weak correlations during the standard period. However, the correlations intensify and become more complicated during the COVID-19 era, especially between gold and S&P 500. Similarly, bidirectional return and volatility spillovers across stock-commodity markets are more pronounced during the COVID-19 outbreak. Analysis involving the optimal portfolio weights and time-varying hedge ratios indicates that a $1long position in the S&P 500 can be hedged for 15 cents in crude oil during the standard period and for 33 cents in gold during the COVID-19 era. A portfolio of S&P 500 – beverages displays the highest VaR, while a portfolio of S&P 500 – gold displays the lowest VaR, especially during the COVID-19 era. This finding suggests that gold offers better portfolio diversification benefits and downside risk reductions, which are useful in determining strategies for portfolio investors during the COVID-19 outbreak. Elsevier Ltd. 2022-12 2022-09-06 /pmc/articles/PMC9444507/ /pubmed/36091721 http://dx.doi.org/10.1016/j.resourpol.2022.102985 Text en © 2022 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 Liu, Xiaoxing Shehzad, Khurram Kocak, Emrah Zaman, Umer Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title | Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title_full | Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title_fullStr | Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title_full_unstemmed | Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title_short | Dynamic correlations and portfolio implications across stock and commodity markets before and during the COVID-19 era: A key role of gold |
title_sort | dynamic correlations and portfolio implications across stock and commodity markets before and during the covid-19 era: a key role of gold |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444507/ https://www.ncbi.nlm.nih.gov/pubmed/36091721 http://dx.doi.org/10.1016/j.resourpol.2022.102985 |
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