Does volatility connectedness across major cryptocurrencies behave the same at different frequencies? A portfolio risk analysis

被引:38
|
作者
Mensi, Walid [1 ,2 ]
Al-Yahyaee, Khamis Hamed [3 ]
Al-Jarrah, Idries Mohammad Wanas [4 ]
Vo, Xuan Vinh [5 ,6 ]
Kang, Sang Hoon [7 ,8 ]
机构
[1] Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, Vietnam
[2] South Ural State Univ, 76 Lenin Prospekt, Chelyabinsk, Russia
[3] Muscat Univ, Muscat, Oman
[4] Qatar Univ, Coll Business & Econ, Doha, Qatar
[5] Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, Vietnam
[6] Univ Econ Ho Chi Minh City, CFVG, Ho Chi Minh City, Vietnam
[7] Pusan Natl Univ, PNU Business Sch, Jangjeon2 Dong, Busan 609735, South Korea
[8] Univ South Australia, UniSA Business, Adelaide, SA, Australia
基金
新加坡国家研究基金会;
关键词
Cryptocurrency markets; Dynamic spillovers; Connectedness network; Frequency-domain space; Diversification analysis; SAFE HAVEN; BITCOIN; RETURN; HEDGE; SPILLOVERS; DIVERSIFICATION; PERMANENT; MOVEMENTS; VARIANCE; MARKETS;
D O I
10.1016/j.iref.2021.05.009
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study investigates dynamic frequency connectedness for volatility differences among eight popular cryptocurrencies (Bitcoin, Ethereum, Litecoin, Dash, Monero, Ripple, Nem and Stellar). It employs the methodologies of Diebold and Yilmaz (2014; 2016) and Barunik and Krehlik (2018). Furthermore, an analysis of diversification benefits and downside risk reductions is carried out. The results demonstrated dynamic spillovers, which intensified after 2017. Furthermore, Bitcoin, Ethereum, and Litecoin are net transmitters of risk, which can be a contagion source; Dash, Ripple, Monero, Stellar, and Nem are net receivers of risk. Moreover, the short-term risk spillover is more pronounced than the medium- and long-term risk spillovers, which also increased after 2017. The directional spillovers among cryptocurrencies is sensitive to frequencies. Finally, adding a cryptocurrency to a benchmark Bitcoin portfolio provides diversification benefits and downside risk reductions. In contrast, adding Bitcoin to a cryptocurrency portfolio do not offers diversification opportunities.
引用
收藏
页码:96 / 113
页数:18
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  • [1] Dynamic volatility transmission and portfolio management across major cryptocurrencies: Evidence from hourly data
    Mensi, Walid
    Al-Yahyaee, Khamis Hamed
    Al-Jarrah, Idries Mohammad Wanas
    Xuan Vinh Vo
    Kang, Sang Hoon
    [J]. NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 54
  • [2] Time frequency analysis of the commonalities between Bitcoin and major Cryptocurrencies: Portfolio risk management implications
    Mensi, Walid
    Rehman, Mobeen Ur
    Al-Yahyaee, Khamis Hamed
    Al-Jarrah, Idries Mohammad Wanas
    Kang, Sang Hoon
    [J]. NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2019, 48 : 283 - 294