Connectedness between conventional and digital assets amid COVID-19 pandemic: Evidence from G7 stocks, Oil and Bitcoin

Aymen Turki, A. Obeid, S. Loukil, A. Jeribi
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Abstract

This study examines the connectedness between G7 indices, Bitcoin, and oil during the COVID-19 pandemic. Based on daily data from January 1, 2016 to April 1, 2021, a vector auto-regression model and an impulse response function are employed to illustrate the time path of these assets following own and cross-shocks. Our study exhibits the considerable effect of the pandemic on increasing directional causalities and time-varying connectedness between G7 indices, Bitcoin, and oil. The findings indicate that G7 indices’ own shocks almost immediately lower forecasts of stock return urging the diversification to reduce risk. Moreover, the significant negative response of oil to shocks amid the pandemic reflects its high vulnerability during mitigated periods. Unlike other countries, we find a relative resilience of Bitcoin to S&P 500 shocks, and we consequently recommend Bitcoin as a diversifier to Americaninvestors during the pandemic. Our results are useful for both investors and policymakers who need to think ahead, rather than waiting to have a downside G7 returns movement in turbulent periods.
COVID-19大流行期间传统资产和数字资产之间的连通性:来自G7股票、石油和比特币的证据
本研究考察了COVID-19大流行期间G7指数、比特币和石油之间的联系。基于2016年1月1日至2021年4月1日的每日数据,采用向量自回归模型和脉冲响应函数来描述这些资产在自身和交叉冲击下的时间路径。我们的研究表明,疫情对G7指数、比特币和石油之间不断增加的定向因果关系和时变连通性产生了相当大的影响。研究结果表明,G7指数自身的冲击几乎立即降低了对股票回报的预测,促使分散投资以降低风险。此外,大流行期间石油对冲击的严重负面反应反映出其在缓解期的高度脆弱性。与其他国家不同,我们发现比特币对标准普尔500指数的冲击具有相对的弹性,因此我们建议在疫情期间将比特币作为美国投资者的多元化投资工具。我们的研究结果对投资者和政策制定者都很有用,他们需要未雨绸缪,而不是坐等七国集团(G7)回报率在动荡时期出现下行走势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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