Volatility connectedness in the cryptocurrency market: Is Bitcoin a dominant cryptocurrency?

被引:301
作者
Yi, Shuyue [1 ]
Xu, Zishuang [1 ]
Wang, Gang-Jin [1 ,2 ]
机构
[1] Hunan Univ, Business Sch, 11 Lushan South Rd, Changsha 410082, Hunan, Peoples R China
[2] Hunan Univ, Ctr Finance & Investment Management, Changsha 410082, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Connectedness; Volatility spillover; Cryptocurrency; Bitcoin; IMPULSE-RESPONSE ANALYSIS; MULTIVARIATE MODELS; EQUITY MARKETS; SPILLOVERS; RETURN; GOLD; CURRENCY; PRICES; ASSETS; WORLD;
D O I
10.1016/j.irfa.2018.08.012
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Using the spillover index approach and its variants, we examine both static and dynamic volatility connectedness among eight typical cryptocurrencies. The results reveal that their connectedness fluctuates cyclically and has shown an obvious rise trend since the end of 2016. In the variance decomposition framework, we further construct a volatility connectedness network linking 52 cryptocurrencies using the LASSO-VAR for estimating high-dimensional VARs. We find that these 52 cryptocurrencies are tightly interconnected and "mega-cap" cryptocurrencies are more likely to propagate volatility shocks to others. However, some unnoticeable cryptocurrencies (e.g., Maidsafe Coin) are also significant net-transmitters of volatility connectedness and even have larger contribution of volatility spillovers to others.
引用
收藏
页码:98 / 114
页数:17
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