Complex Systems Theory And Crashes Of Cryptocurrency Market

The paper focuses on the study of the impact of lengthy memory and the analysis of the multifractal properties of the time series of the most capitalized cryptocurrencies for the period from 2010 to 2018. If you have any questions regarding wherever and how to use buy crypto With debit card, you can call us at the web site. To do this, the Hurst exponent is calculated by each R/S evaluation and the Detrended Fluctuation Analysis becoming much more stable in the case of non-stationary time series. We also identified that (i) time series became anti-persistent in the course of the periods of marketplace crisis phenomena and turbulence (ii) the Hurst exponents showed considerable fluctuations about the value of .5. In addition, we conduct a multifractal analysis of cryptocurrency time series that makes it possible for us to assess the state and stability of the marketplace.The calculated spectrum of multifractality shows that the cryptocurrency market comes out of a crisis state, considering the fact that the width of the multifractality spectrum has the maximum value for all cryptocurrencies. Our benefits show that time series of cryptocurrencies to be persistent through virtually the complete study period that do not allow accepting the hypothesis concerning the efficiency of the cryptocurrency marketplace.

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