Cryptocurrencies Are Becoming Part of the World Global Financial Market

被引:21
作者
Watorek, Marcin [1 ]
Kwapien, Jaroslaw [2 ]
Drozdz, Stanislaw [1 ,2 ]
机构
[1] Cracow Univ Technol, Fac Comp Sci & Telecommun, Ul Warszawska 24, PL-31155 Krakow, Poland
[2] Polish Acad Sci, Inst Nucl Phys, Complex Syst Theory Dept, Radzikowskiego 152, PL-31342 Krakow, Poland
关键词
complexity; financial markets; cryptocurrencies; cross-correlations; multiscale; hedge; SAFE-HAVEN; BITCOIN; QUANTILE; GOLD;
D O I
10.3390/e25020377
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this study the cross-correlations between the cryptocurrency market represented by the two most liquid and highest-capitalized cryptocurrencies: bitcoin and ethereum, on the one side, and the instruments representing the traditional financial markets: stock indices, Forex, commodities, on the other side, are measured in the period: January 2020-October 2022. Our purpose is to address the question whether the cryptocurrency market still preserves its autonomy with respect to the traditional financial markets or it has already aligned with them in expense of its independence. We are motivated by the fact that some previous related studies gave mixed results. By calculating the q-dependent detrended cross-correlation coefficient based on the high frequency 10 s data in the rolling window, the dependence on various time scales, different fluctuation magnitudes, and different market periods are examined. There is a strong indication that the dynamics of the bitcoin and ethereum price changes since the March 2020 COVID-19 panic is no longer independent. Instead, it is related to the dynamics of the traditional financial markets, which is especially evident now in 2022, when the bitcoin and ethereum coupling to the US tech stocks is observed during the market bear phase. It is also worth emphasizing that the cryptocurrencies have begun to react to the economic data such as the Consumer Price Index readings in a similar way as traditional instruments. Such a spontaneous coupling of the so far independent degrees of freedom can be interpreted as a kind of phase transition that resembles the collective phenomena typical for the complex systems. Our results indicate that the cryptocurrencies cannot be considered as a safe haven for the financial investments.
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页数:16
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共 70 条
  • [1] Cryptocurrencies and stock market indices. Are they related?
    Alberiko Gil-Alana, Luis
    Abakah, Emmanuel Joel Aikins
    Romero Rojo, Maria Fatima
    [J]. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2020, 51
  • [2] Are cryptocurrencies becoming more interconnected?
    Aslanidis, Nektarios
    Bariviera, Aurelio F.
    Perez-Laborda, Alejandro
    [J]. ECONOMICS LETTERS, 2021, 199
  • [3] Aste T., 2019, Digital Finance, V1, P5, DOI [DOI 10.1007/S42521-019-00008-9, 10.1007/s42521-019-00008-9]
  • [4] Observing Cryptocurrencies through Robust Anomaly Scores
    Bae, Geumil
    Kim, Jang Ho
    [J]. ENTROPY, 2022, 24 (11)
  • [5] The Unprecedented Stock Market Reaction to COVID-19
    Baker, Scott R.
    Bloom, Nicholas
    Davis, Steven J.
    Kost, Kyle
    Sammon, Marco
    Viratyosin, Tasaneeya
    [J]. REVIEW OF ASSET PRICING STUDIES, 2020, 10 (04) : 742 - 758
  • [6] Effects of COVID-19 on cryptocurrency and emerging market connectedness: Empirical evidence from quantile, frequency, and lasso networks
    Balcilar, Mehmet
    Ozdemir, Huseyin
    Agan, Busra
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 604
  • [7] Are cryptocurrencies safe havens during the COVID-19 pandemic? A threshold regression perspective with pandemic-related benchmarks
    Barbu, Teodora Cristina
    Boitan, Iustina Alina
    Cepoi, Cosmin-Octavian
    [J]. ECONOMICS AND BUSINESS REVIEW, 2022, 8 (02) : 29 - 49
  • [8] Covid-19 impact on cryptocurrencies: Evidence from a wavelet-based Hurst exponent
    Belen Arouxet, M.
    Bariviera, Aurelio F.
    Pastor, Veronica E.
    Vampa, Victoria
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 596
  • [9] Bubbles in Ethereum
    Bellon, Carlos
    Figuerola-Ferretti, Isabel
    [J]. FINANCE RESEARCH LETTERS, 2022, 46
  • [10] Bitcoin, gold, and commodities as safe havens for stocks: New insight through wavelet analysis
    Bouri, Elie
    Shahzad, Syed Jawad Hussain
    Roubaud, David
    Kristoufek, Ladislav
    Lucey, Brian
    [J]. QUARTERLY REVIEW OF ECONOMICS AND FINANCE, 2020, 77 : 156 - 164