Liu Xiaoxing, Shehzad Khurram, Kocak Emrah, Zaman Umer
School of Economics and Management, Southeast University, Nanjing, China.
Faculty of Economics and Administrative Sciences, Department of Economics, Erciyes University, 38039 Melikgazi-Kayseri, Turkey.
Resour Policy. 2022 Dec;79:102985. doi: 10.1016/j.resourpol.2022.102985. Epub 2022 Sep 6.
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.
新型冠状病毒(COVID-19)已经影响了全球股市,给资产配置和对冲策略带来了严峻挑战。本调查分析了COVID-19时代之前和期间标准普尔500指数与各种大宗商品(黄金、西德州中级原油、布伦特原油、饮料和小麦)之间的动态相关性及投资组合影响。使用多元非对称广义自回归条件异方差模型,结果显示在正常时期相关性较弱。然而,在COVID-19时代相关性增强且变得更加复杂,尤其是黄金与标准普尔500指数之间。同样,在COVID-19爆发期间,跨股票-大宗商品市场的双向回报和波动溢出更为明显。涉及最优投资组合权重和时变对冲比率的分析表明,在正常时期,标准普尔500指数中的1美元多头头寸可以用15美分的原油进行对冲,而在COVID-19时代则可用33美分的黄金进行对冲。标准普尔500指数-饮料的投资组合显示出最高的风险价值(VaR),而标准普尔-黄金的投资组合显示出最低的VaR,尤其是在COVID-19时代。这一发现表明,黄金提供了更好的投资组合多元化益处和下行风险降低效果,这对于确定COVID-19爆发期间投资组合投资者的策略很有用。