Asymmetric multifractal cross-correlations between the main world currencies and the main cryptocurrencies

被引:74
|
作者
Kristjanpoller, Werner [1 ]
Bouri, Elie [2 ]
机构
[1] Univ Tecn Federico Santa Maria, Dept Ind, Ave Espana 1680,Casilla 110-V, Valparaiso, Chile
[2] Holy Spirit Univ Kaslik, USEK Business Sch, Lebanon, NH USA
关键词
Asymmetric multifractal cross-correlation; Cryptocurrencies; Exchange rates; DETRENDED FLUCTUATION ANALYSIS; STOCK-MARKET; CRUDE-OIL; BITCOIN; CHINESE; FEATURES; MODEL;
D O I
10.1016/j.physa.2019.04.115
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The price behavior of cryptocurrencies relative to conventional currencies remains relatively understudied, despite some attempts that consider the Bitcoin market. This study examines long-range cross-correlations and asymmetric multifractality between leading conventional currencies (Swiss Franc, Euro, British Pound, Yen, and Australian dollar) and main cryptocurrencies (Bitcoin, Litecoin, Ripple, Monero, and Dash) from June 2, 2014 to February 28, 2018. Empirical results show evidence of a significant asymmetric characteristic from the cross-correlation, that is found to be persistent and multifractal in most of the cases. Bitcoin and Litecoin are the cryptocurrencies that exhibit the most multifractal behavior, whereas Monero and Ripple generally exhibit lower multifractal behavior. All cryptocurrencies exhibit a slightly lower asymmetry for longer terms. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:1057 / 1071
页数:15
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