ASYMMETRIC MULTIFRACTAL CROSS-CORRELATION DYNAMICS BETWEEN FIAT CURRENCIES AND CRYPTOCURRENCIES

被引:5
|
作者
Fernandes, Leonardo H. S. [1 ]
Kristjanpoller, Werner [2 ]
Tabak, Benjamin Miranda [3 ]
机构
[1] Univ Fed Rural Pernambuco, Dept Econ & Informat, BR-56909535 Serra Talhada, PE, Brazil
[2] Univ Tecn Federico Santa Maria, Dept Ind, Ave Espana 1680, Valparaiso, Chile
[3] Getulio Vargas Fdn EPPG FGV, Sch Publ Policy & Govt, Brasilia, DF, Brazil
关键词
COVID-19; Exchange Rate; Cryptocurrencies; Multifractality; Asymmetric Cross-Correlations; Complexity; LONG-RANGE DEPENDENCE; CRUDE-OIL; TIME; COVID-19; MARKET;
D O I
10.1142/S0218348X23500068
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper performs the asymmetric multifractal cross-correlation analysis to examine the COVID-19 effects on three relevant high-frequency fiat currencies, namely euro (EUR), yen (YEN) and the Great Britain pound (GBP), and two cryptocurrencies with the highest market capitalization and traded volume (Bitcoin and Ethereum) considering two periods (Pre-COVID-19 and during COVID-19). For both periods, we find that all pairs of these financial assets are characterized by overall persistent cross-correlation behavior (alpha xy(0) > 0.5). Moreover, COVID-19 promoted an increase in the multifractal spectrum's width, which implies an increase in the complexity for all pairs considered here. We also studied the Generalized Cross-correlation Exponent, which allows us to verify that there is no asymmetric behavior between Bitcoin and fiat currencies and between Ethereum and fiat currencies. We conclude that investing simultaneously in major fiat currencies and leading cryptocurrencies can reduce the portfolio risk, leading to improvement in the investment results.
引用
收藏
页数:20
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