Evaluating the Efficiency of Financial Assets as Hedges against Bitcoin Risk during the COVID-19 Pandemic

被引:2
|
作者
Wei, Li [1 ]
Lee, Ming-Chih [2 ]
Cheng, Wan-Hsiu [2 ]
Tang, Chia-Hsien [1 ]
You, Jing-Wun [2 ]
机构
[1] Guangxi Univ Finance & Econ, Guangxi Accounting Res Inst, Coll Accounting & Auditing, Ctr Econometr Applicat Accounting & Finance, Nanning 530003, Peoples R China
[2] Tamkang Univ, Coll Business & Management, Dept Banking & Finance, New Taipei, Taiwan
关键词
cryptocurrency risk; financial volatility; dynamic hedging; COVID-19; impact; DCC-GARCH model; VOLATILITY; MODELS;
D O I
10.3390/math11132917
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In the turbulent landscape of financial markets, Bitcoin has emerged as a significant focus for investors due to its highly volatile returns. However, the risks and uncertainties associated with it necessitate effective hedging strategies. This paper explores the potential of various financial assets, including interest rates, stock markets, commodities, and exchange rates, as dynamic hedges against Bitcoin's risk. Utilizing a DCC-GARCH model, we construct a dynamic hedging model to analyze the viability of these financial assets as hedges. The data is categorized into pre-pandemic and pandemic periods to assess any change in hedging performance due to the outbreak of COVID-19. Our empirical findings suggest that the dynamic DCC-GARCH model outperforms the static OLS model in this context. During the pandemic period, a diverse set of financial assets demonstrated enhanced efficiency in hedging Bitcoin risk compared to the pre-pandemic phase. Among the hedging commodities, stock market indices, the US dollar index, and commodity futures displayed superior performance.
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页数:19
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