Spillovers between Bitcoin and other assets during bear and bull markets

被引:209
作者
Bouri, Elie [1 ]
Das, Mahamitra [2 ]
Gupta, Rangan [3 ]
Roubaud, David [4 ]
机构
[1] Holy Spirit Univ Kaslik, USEK Business Sch, POB 446, Jounieh, Lebanon
[2] Indian Stat Inst, Econ Res Unit, Kolkata, India
[3] Univ Pretoria, Dept Econ, Pretoria, South Africa
[4] Montpellier Business Sch, Montpellier Res Management, Montpellier, France
关键词
Bitcoin; asset classes; return and volatility spillovers; asymmetry and smooth transition; bivariate GARCH-M; CONDITIONAL HETEROSKEDASTICITY; LEADING INDICATORS; GARCH MODELS; TIME-SERIES; UNIT-ROOT; VOLATILITY; RETURNS; REGRESSION; GOLD;
D O I
10.1080/00036846.2018.1488075
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article contributes to the embryonic literature on the relations between Bitcoin and conventional investments by studying return and volatility spillovers between this largest cryptocurrency and four asset classes (equities, stocks, commodities, currencies and bonds) in bear and bull market conditions. We conducted empirical analyses based on a smooth transition VAR GARCH-in-mean model covering daily data from 19 July 2010 to 31 October 2017. We found significant evidence that Bitcoin returns are related quite closely to those of most of the other assets studies, particularly commodities, and therefore, the Bitcoin market is not isolated completely. The significance and sign of the spillovers exhibited some differences in the two market conditions and in the direction of the spillovers, with greater evidence that Bitcoin receives more volatility than it transmits. Our findings have implications for investors and fund managers who are considering Bitcoin as part of their investment strategies and for policymakers concerned about the vulnerability that Bitcoin represents to the stability of the global financial system.
引用
收藏
页码:5935 / 5949
页数:15
相关论文
共 45 条
[1]  
Al-Khazali O, 2018, ECON BULL, V38, P373
[2]  
[Anonymous], 2012, Virtual Currency Schemes, P1
[3]  
[Anonymous], 2015, APPL ECON LETT, DOI DOI 10.1080/13504851.2014.995359
[4]  
[Anonymous], 2001, THEORETICAL EMPIRICA
[5]   Bitcoins as an investment or speculative vehicle? A first look [J].
Baek, C. ;
Elbeck, M. .
APPLIED ECONOMICS LETTERS, 2015, 22 (01) :30-34
[6]   Computation and analysis of multiple structural change models [J].
Bai, J ;
Perron, P .
JOURNAL OF APPLIED ECONOMETRICS, 2003, 18 (01) :1-22
[7]   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
[8]  
Baur D. G., 2015, BITCOIN CURRENCY INV
[9]   Multivariate GARCH models: A survey [J].
Bauwens, L ;
Laurent, S ;
Rombouts, JVK .
JOURNAL OF APPLIED ECONOMETRICS, 2006, 21 (01) :79-109