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
相关论文
共 50 条
  • [1] Asymmetric multifractal cross-correlations between the main world currencies and the main cryptocurrencies
    Kristjanpoller, Werner
    Bouri, Elie
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 523 : 1057 - 1071
  • [2] Cross-correlation dynamics and community structures of cryptocurrencies
    Chaudhari, Harshal
    Crane, Martin
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 44
  • [3] Multifractal detrended cross-correlation analysis on benchmark cryptocurrencies and crude oil prices
    Ghazani, Majid Mirzaee
    Khosravi, Reza
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 560
  • [4] Correlation structure between fiat currencies and blockchain assets
    Abakah, Emmanuel Joel Aikins
    Ullah, G. M. Wali
    Abdullah, Mohammad
    Lee, Chi-Chuan
    Sulong, Zunaidah
    [J]. FINANCE RESEARCH LETTERS, 2024, 62
  • [5] Multifractal height cross-correlation analysis
    Kristoufek, Ladislav
    [J]. PROCEEDINGS OF THE 29TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS 2011, PTS I AND II, 2011, : 407 - 412
  • [6] Multifractal height cross-correlation analysis
    Kristoufek, Ladislav
    [J]. PROCEEDINGS OF 47TH EWGFM MEETING, 2010, : 101 - 108
  • [7] MULTIFRACTAL CROSS-CORRELATION ANALYSIS BETWEEN CARBON SPOT AND FUTURES MARKETS CONSIDERING ASYMMETRIC CONDUCTION EFFECT
    Zhu, Dandan
    Zhang, Chen
    Pan, Di
    Hu, Shu
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2021, 29 (07)
  • [8] MULTIFRACTAL CROSS-CORRELATION ANALYSIS between CARBON SPOT and FUTURES MARKETS CONSIDERING ASYMMETRIC CONDUCTION EFFECT
    Zhu, Dandan
    Zhang, Chen
    Pan, D.I.
    Hu, S.H.U.
    [J]. Fractals, 2021, 29 (07):
  • [9] Dynamics of asymmetric multifractal cross-correlations between cryptocurrencies and global stock markets: Role of gold and portfolio implications
    Ling, Mei-jun
    Cao, Guang-xi
    [J]. CHAOS SOLITONS & FRACTALS, 2024, 182
  • [10] Asymmetric multifractality in China's energy market based on improved asymmetric multifractal cross-correlation analysis
    Guo, Yaoqi
    Shi, Fengyuan
    Yu, Zhuling
    Yao, Shanshan
    Zhang, Hongwei
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 594