Signatures of the Crypto-Currency Market Decoupling from the Forex

被引:52
|
作者
Drozdz, Stanislaw [1 ,2 ]
Minati, Ludovico [1 ]
Oswiecimka, Pawel [1 ]
Stanuszek, Marek [2 ]
Watorek, Marcin [1 ]
机构
[1] Polish Acad Sci, Inst Nucl Phys, Complex Syst Theory Dept, Ul Radzikowskiego 152, PL-31342 Krakow, Poland
[2] Cracow Univ Technol, Fac Phys Math & Comp Sci, Ul Warszawska 24, PL-31155 Krakow, Poland
关键词
blockchain; bitcoin; ethereum; crypto-currency market; detrended cross-correlation; hurst exponent; multifractality; CROSS-CORRELATIONS; SAFE-HAVEN; CRUDE-OIL; PRICE; BITCOIN; BEHAVIOR; GOLD;
D O I
10.3390/fi11070154
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the high-frequency recordings from Kraken, a cryptocurrency exchange and professional trading platform that aims to bring Bitcoin and other cryptocurrencies into the mainstream, the multiscale cross-correlations involving the Bitcoin (BTC), Ethereum (ETH), Euro (EUR) and US dollar (USD) are studied over the period between 1 July 2016 and 31 December 2018. It is shown that the multiscaling characteristics of the exchange rate fluctuations related to the cryptocurrency market approach those of the Forex. This, in particular, applies to the BTC/ETH exchange rate, whose Hurst exponent by the end of 2018 started approaching the value of 0.5, which is characteristic of the mature world markets. Furthermore, the BTC/ETH direct exchange rate has already developed multifractality, which manifests itself via broad singularity spectra. A particularly significant result is that the measures applied for detecting cross-correlations between the dynamics of the BTC/ETH and EUR/USD exchange rates do not show any noticeable relationships. This could be taken as an indication that the cryptocurrency market has begun decoupling itself from the Forex.
引用
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页数:18
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