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

【Author】 Wei, Li; Lee, Ming-Chih; Cheng, Wan-Hsiu; Tang, Chia-Hsien; You, Jing-Wun

【Source】MATHEMATICS

【影响因子】2.592

【Abstract】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.

【Keywords】cryptocurrency risk; financial volatility; dynamic hedging; COVID-19 impact; DCC-GARCH model

【发表时间】2023 JUL

【收录时间】2023-08-03

【文献类型】实证数据

【主题类别】

区块链治理-市场治理-市场分析