Are cryptocurrencies a safe haven for stock investors? A regime-switching approach

被引:19
作者
Li, Leon [1 ]
Miu, Peter [2 ]
机构
[1] Univ Waikato, Waikato Management Sch, Gate 1,Knighton Rd, Hamilton 3240, New Zealand
[2] McMaster Univ, DeGroote Sch Business, 1280 Main St West, Hamilton, ON L8S 4M4, Canada
关键词
Cryptocurrency; Portfolio management; Variance; Correlation; Markov-switching model; ASYMMETRIC-INFORMATION; VOLATILITY; RISK; BITCOIN; GARCH; HEDGE; RETURNS; MODELS; RATES; GOLD;
D O I
10.1016/j.jempfin.2022.12.010
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Previous research is inconclusive regarding the diversification benefit of cryptocurrency invest-ment. Motivated by the heterogeneous agent and financial contagion models, we develop a hypothesis on state-dependent correlation between cryptocurrency and stock returns. We apply a regime-switching model of stock-cryptocurrency returns to test our hypothesis using the four most liquid cryptocurrencies. We document a dynamic stock-cryptocurrency correlation that is conditional on the volatility regimes of the two assets. In particular, we find that the correlation is positive and significant when both markets are under their high-volatility states, but insignificant or even negative in other volatility states. These results imply that, although cryptocurrency can serve as a hedging asset for stock investors under normal market conditions, it is far from a safe-haven asset because of its strong co-movement with the stock market during market distress. Finally, the proposed regime-switching model proves effective in portfolio risk forecasting and portfolio risk reduction, beyond the conventional GARCH-based models.
引用
收藏
页码:367 / 385
页数:19
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