Some stylized facts of the Bitcoin market

被引:297
作者
Bariviera, Aurelio F. [3 ]
Basgall, Maria Jose [1 ,2 ]
Hasperue, Waldo [2 ]
Naiouf, Marcelo [2 ]
机构
[1] UNLP, CONICET, III LIDI, La Plata, Buenos Aires, Argentina
[2] Univ Nacl La Plata, Fac Informat, III LIDI, Calle 50 & 120, La Plata, Buenos Aires, Argentina
[3] Univ Rovira & Virgili, Dept Business, Av Univ 1, Reus 43204, Spain
关键词
Bitcoin; Hurst; DFA; Long memory; LONG-RANGE DEPENDENCE; INFORMATIONAL EFFICIENCY; EMERGING MARKETS; TERM DEPENDENCE; HURST PARAMETER; TIME; MEMORY; ESTIMATORS; LIQUIDITY; EXPONENT;
D O I
10.1016/j.physa.2017.04.159
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In recent years a new type of tradable assets appeared, generically known as cryptocurrencies. Among them, the most widespread is Bitcoin. Given its novelty, this paper investigates some statistical properties of the Bitcoin market. This study compares Bitcoin and standard currencies dynamics and focuses on the analysis of returns at different time scales. We test the presence of long memory in return time series from 2011 to 2017, using transaction data from one Bitcoin platform. We compute the Hurst exponent by means of the Detrended Fluctuation Analysis method, using a sliding window in order to measure long range dependence. We detect that Hurst exponents changes significantly during the first years of existence of Bitcoin, tending to stabilize in recent times. Additionally, multiscale analysis shows a similar behavior of the Hurst exponent, implying a self-similar process. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:82 / 90
页数:9
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