Complex Systems Theory And Crashes Of Cryptocurrency Market

CryptocurrencyThe paper focuses on the study of the effect of long memory and the evaluation of the multifractal properties of the time series of the most capitalized cryptocurrencies for the period from 2010 to 2018. To do this, the Hurst exponent is calculated by both R/S evaluation and the Detrended Fluctuation Analysis becoming a lot more stable in the case of non-stationary time series. We also located that (i) time series became anti-persistent for the duration of the periods of industry crisis phenomena and turbulence (ii) the Hurst exponents showed substantial fluctuations about the value of .5. In addition, we conduct a multifractal analysis of cryptocurrency time series that permits us to assess the state and crypto dollar stability of the market. If you liked this information and you would like to receive additional facts regarding Crypto Dollar kindly go to our webpage. The calculated spectrum of multifractality shows that the cryptocurrency market place comes out of a crisis state, considering the fact that the width of the multifractality spectrum has the maximum worth for all cryptocurrencies. Our outcomes show that time series of cryptocurrencies to be persistent through just about the entire study period that do not allow accepting the hypothesis regarding the efficiency of the cryptocurrency marketplace.

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