Dynamic connectedness and integration in cryptocurrency markets

被引:387
|
作者
Ji, Qiang [1 ,2 ]
Bouri, Elie [3 ]
Lau, Chi Keung Marco [4 ]
Roubaud, David [5 ]
机构
[1] Chinese Acad Sci, Ctr Energy & Environm Policy Res, Inst Sci & Dev, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Sch Publ Policy & Management, Beijing 100049, Peoples R China
[3] Holy Spirit Univ Kaslik, USEK Business Sch, Jounieh, Lebanon
[4] Univ Huddersfield, Huddersfield Business Sch, Dept Accountancy Finance & Econ, Huddersfield, W Yorkshire, England
[5] Montpellier Business Sch, Energy & Sustainable Dev, Montpellier, France
基金
中国国家自然科学基金;
关键词
Cryptocurrencies; Market integration; Return and volatility connectedness networks; Asymmetric spillover; IMPULSE-RESPONSE ANALYSIS; ASYMMETRIC CONNECTEDNESS; NETWORK TOPOLOGY; BITCOIN RETURNS; GOOD VOLATILITY; CRUDE-OIL; SPILLOVERS; COMMODITY; PREDICT; PRICES;
D O I
10.1016/j.irfa.2018.12.002
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study applies a set of measures developed by Diebold and Yilmaz (2012, 2016) to examine connectedness via return and volatility spillovers across six large cryptocurrencies from August 7, 2015 to February 22, 2018. Regardless of the sign of returns, the results show that Litecoin and Bitcoin are at the centre of the connected network of returns. This finding implies that return shocks arising from these two cryptocurrencies have the most effect on other cryptocurrencies. Further analysis shows that connectedness via negative returns is largely stronger than via positive ones. Ripple and Ethereum are the top recipients of negative-return shocks, whereas Ethereum and Dash exhibit very weak connectedness via positive returns. Regarding volatility spillovers, Bitcoin is the most influential, followed by Litecoin; Dash exhibits a very weak connectedness, suggesting its utility for hedging and diversification opportunities in the cryptocurrency market. Taken together, results imply that the importance of each cryptocurrency in return and volatility connectedness is not necessarily related to its market size. Further analyses reveal that trading volume and global financial and uncertainty effects as well as the investment-substitution effect are determinants of net directional spillovers. Interestingly, higher gold prices and US uncertainty increase the net directional negative-return spillovers, whereas they do the opposite for net directional positive-return spillovers. Furthermore, gold prices exhibit a negative sign for net directional-volatility spillovers, whereas US uncertainty shows a positive sign. Economic actors interested in the cryptocurrency market can build on our findings when weighing their decisions.
引用
收藏
页码:257 / 272
页数:16
相关论文
共 50 条
  • [41] Bitcoin halving and the integration of cryptocurrency and forex markets: An analysis of the higher-order moment spillovers
    Jimenez, Ines
    Mora-Valencia, Andres
    Perote, Javier
    INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2024, 92 : 302 - 315
  • [42] Dynamic connectedness between uncertainty and energy markets: Do investor sentiments matter?
    Assaf, Ata
    Charif, Husni
    Mokni, Khaled
    RESOURCES POLICY, 2021, 72 (72)
  • [43] Herding and feedback trading in cryptocurrency markets
    King, Timothy
    Koutmos, Dimitrios
    ANNALS OF OPERATIONS RESEARCH, 2021, 300 (01) : 79 - 96
  • [44] Efficiency in cryptocurrency markets: new evidence
    Lopez-Martin, Carmen
    Benito Muela, Sonia
    Arguedas, Raquel
    EURASIAN ECONOMIC REVIEW, 2021, 11 (03) : 403 - 431
  • [45] Dynamic return and volatility connectedness for dominant agricultural commodity markets during the COVID-19 pandemic era
    Umar, Zaghum
    Jareno, Francisco
    Escribano, Ana
    APPLIED ECONOMICS, 2022, 54 (09) : 1030 - 1054
  • [46] Returns and volatility connectedness among the EurozoDne equity markets
    Umar, Zaghum
    Adekoya, Oluwasegun Babatunde
    Gubareva, Mariya
    Boubaker, Sabri
    INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, 2024, 29 (03) : 3103 - 3122
  • [47] Understanding the transmission of crash risk between cryptocurrency and equity markets
    Dai, Peng-Fei
    Goodell, John W. W.
    Huynh, Luu Duc Toan
    Liu, Zhifeng
    Corbet, Shaen
    FINANCIAL REVIEW, 2023, 58 (03) : 539 - 573
  • [48] Vulnerability of European electricity markets: A quantile connectedness approach
    Chulia, Helena
    Klein, Tony
    Mendoza, Jorge A. Munoz
    Uribe, Jorge M.
    ENERGY POLICY, 2024, 184
  • [49] Information spillovers and connectedness networks in the oil and gas markets
    Ji, Qiang
    Geng, Jiang-Bo
    Tiwari, Aviral Kumar
    ENERGY ECONOMICS, 2018, 75 : 71 - 84
  • [50] Asymmetric cyclical connectedness on the commodity markets: Further insights from bull and bear markets
    Ben Amar, Amine
    Goutte, Stephane
    Isleimeyyeh, Mohammad
    QUARTERLY REVIEW OF ECONOMICS AND FINANCE, 2022, 85 : 386 - 400