Financial Bubbles: A Study of Co-Explosivity in the Cryptocurrency Market

被引:42
作者
Agosto, Arianna [1 ]
Cafferata, Alessia [2 ]
机构
[1] Univ Pavia, Dept Econ & Management, I-27100 Pavia, Italy
[2] Univ Siena, Dept Econ & Stat, I-53100 Siena, Italy
关键词
cryptocurrencies; Bitcoin; financial bubbles; co-explosivity; BITCOIN; CONNECTEDNESS; EXUBERANCE; CURRENCY;
D O I
10.3390/risks8020034
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Cryptocurrencies have recently captured the interest of the econometric literature, with several works trying to address the existence of bubbles in the price dynamics of Bitcoins and other cryptoassets. Extremely rapid price accelerations, often referred to as explosive behaviors, followed by drastic drops pose high risks to investors. From a risk management perspective, testing the explosiveness of individual cryptocurrency time series is not the only crucial issue. Investigating co-explosivity in the cryptoassets, i.e., whether explosivity in one cryptocurrency leads to explosivity in other cryptocurrencies, allows indeed to take into account possible shock propagation channels and improve the prediction of market collapses. To this aim, our paper investigates the relationships between the explosive behaviors of cryptocurrencies through a unit root testing approach.
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页数:14
相关论文
共 25 条
[1]   Co-explosivity in the cryptocurrency market [J].
Bouri, Elie ;
Shahzad, Syed Jawad Hussain ;
Roubaud, David .
FINANCE RESEARCH LETTERS, 2019, 29 :178-183
[2]   Virtual currency, tangible return: Portfolio diversification with bitcoin [J].
Brière M. ;
Oosterlinck K. ;
Szafarz A. .
Journal of Asset Management, 2015, 16 (6) :365-373
[3]  
Case KE, 2003, BROOKINGS PAP ECO AC, P299
[4]   Lead Behaviour in Bitcoin Markets [J].
Chen, Ying ;
Giudici, Paolo ;
Misheva, Branka Hadji ;
Trimborn, Simon .
RISKS, 2020, 8 (01)
[5]   Crypto-currency bubbles: an application of the Phillips-Shi-Yu (2013) methodology on Mt. Gox bitcoin prices [J].
Cheung, Adrian ;
Roca, Eduardo ;
Su, Jen-Je .
APPLIED ECONOMICS, 2015, 47 (23) :2348-2358
[6]   Datestamping the Bitcoin and Ethereum bubbles [J].
Corbet, Shaen ;
Lucey, Brian ;
Yarovaya, Larisa .
FINANCE RESEARCH LETTERS, 2018, 26 :81-88
[7]   Exploring the dynamic relationships between cryptocurrencies and other financial assets [J].
Corbet, Shaen ;
Meegan, Andrew ;
Larkin, Charles ;
Lucey, Brian ;
Yarovaya, Larisa .
ECONOMICS LETTERS, 2018, 165 :28-34
[8]   Rational herding in financial economics [J].
Devenow, A ;
Welch, I .
EUROPEAN ECONOMIC REVIEW, 1996, 40 (3-5) :603-615
[9]   On the network topology of variance decompositions: Measuring the connectedness of financial firms [J].
Diebold, Francis X. ;
Yilmaz, Kamil .
JOURNAL OF ECONOMETRICS, 2014, 182 (01) :119-134
[10]   Is there a Bubble in the Chinese Housing Market? [J].
Dreger, Christian ;
Zhang, Yanqun .
URBAN POLICY AND RESEARCH, 2013, 31 (01) :27-39