Herding Behavior and Liquidity in the Cryptocurrency Market

被引:18
作者
Arsi, Sonia [1 ]
Guesmi, Khaled [2 ]
Bouri, Elie [3 ]
机构
[1] Univ Tunis Carthage, Carthage Business Sch, Tunis, Tunisia
[2] Paris Sch Business, Ctr Res Energy & Climate Change, Paris, France
[3] Lebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon
关键词
Cryptocurrencies; herding behavior; liquidity; Bitcoin; BITCOIN; UNCERTAINTY; VOLATILITY; DEPENDENCE; SENTIMENT; EXCHANGE; HEDGE;
D O I
10.1142/S0217595921400212
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In view of explosive trends and excessive trades in the cryptocurrency markets, this paper contributes to the existing literature by bringing in the limelight the effect of liquidity on the herding behavior in the cryptocurrency market. Results from a first applied herding model including contemporaneous and lagged squared market returns demonstrated that market-wide herding exists within falling markets. The incorporation of liquidity highlights further evidences on herding behavior across cryptocurrencies during high and low liquid days, which varies across percentiles. Our findings bring handy implications for topics of portfolio and risk management, as well as regulation.
引用
收藏
页数:21
相关论文
共 84 条
[1]   HERDING IN CRYPTO-CURRENCY MARKETS [J].
Ajaz, Taufeeq ;
Kumar, Anoop S. .
ANNALS OF FINANCIAL ECONOMICS, 2018, 13 (02)
[2]   Does herding behavior exist in cryptocurrency market? [J].
Amirat, Amina ;
Alwafi, Wafa .
COGENT ECONOMICS & FINANCE, 2020, 8 (01)
[3]   Cryptocurrency market contagion: Market uncertainty, market complexity, and dynamic portfolios [J].
Antonakakis, Nikolaos ;
Chatziantoniou, Ioannis ;
Gabauer, David .
JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2019, 61 :37-51
[4]   An analysis of cryptocurrencies conditional cross correlations [J].
Aslanidis, Nektarios ;
Bariviera, Aurelio F. ;
Martinez-Ibanez, Oscar .
FINANCE RESEARCH LETTERS, 2019, 31 :130-137
[5]   Herding behavior among wine investors [J].
Aytac, Beysul ;
Coqueret, Guillaume ;
Mandou, Cyrille .
ECONOMIC MODELLING, 2018, 68 :318-328
[6]   Market liquidity as a sentiment indicator [J].
Baker, M ;
Stein, JC .
JOURNAL OF FINANCIAL MARKETS, 2004, 7 (03) :271-299
[7]   Does speculation in the oil market drive investor herding in emerging stock markets? [J].
Balcilar, Mehmet ;
Demirer, Riza ;
Ulussever, Talat .
ENERGY ECONOMICS, 2017, 65 :50-63
[8]   Can volume predict Bitcoin returns and volatility? A quantiles-based approach [J].
Balcilar, Mehmet ;
Bouri, Elie ;
Gupta, Rangan ;
Roubaud, David .
ECONOMIC MODELLING, 2017, 64 :74-81
[9]   Testing for herding in the cryptocurrency market [J].
Ballis, Antonis ;
Drakos, Konstantinos .
FINANCE RESEARCH LETTERS, 2020, 33
[10]   Some stylized facts of the Bitcoin market [J].
Bariviera, Aurelio F. ;
Basgall, Maria Jose ;
Hasperue, Waldo ;
Naiouf, Marcelo .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 484 :82-90