Literature DB >> 30070526

Bitcoin market route to maturity? Evidence from return fluctuations, temporal correlations and multiscaling effects.

Stanisław Drożdż1, Robert Gȩbarowski2, Ludovico Minati1, Paweł Oświȩcimka1, Marcin Wa Torek1.   

Abstract

Based on 1-min price changes recorded since year 2012, the fluctuation properties of the rapidly emerging Bitcoin market are assessed over chosen sub-periods, in terms of return distributions, volatility autocorrelation, Hurst exponents, and multiscaling effects. The findings are compared to the stylized facts of mature world markets. While early trading was affected by system-specific irregularities, it is found that over the months preceding April 2018 all these statistical indicators approach the features hallmarking maturity. This can be taken as an indication that the Bitcoin market, and possibly other cryptocurrencies, carry concrete potential of imminently becoming a regular market, alternative to the foreign exchange. Since high-frequency price data are available since the beginning of trading, the Bitcoin offers a unique window into the statistical characteristics of a market maturation trajectory.

Year:  2018        PMID: 30070526     DOI: 10.1063/1.5036517

Source DB:  PubMed          Journal:  Chaos        ISSN: 1054-1500            Impact factor:   3.642


  8 in total

1.  Asymmetric efficiency of cryptocurrencies during COVID19.

Authors:  Muhammad Abubakr Naeem; Elie Bouri; Zhe Peng; Syed Jawad Hussain Shahzad; Xuan Vinh Vo
Journal:  Physica A       Date:  2020-11-27       Impact factor: 3.778

2.  Complexity in Economic and Social Systems: Cryptocurrency Market at around COVID-19.

Authors:  Stanisław Drożdż; Jarosław Kwapień; Paweł Oświęcimka; Tomasz Stanisz; Marcin Wątorek
Journal:  Entropy (Basel)       Date:  2020-09-18       Impact factor: 2.524

3.  Network Analysis of Multivariate Transfer Entropy of Cryptocurrencies in Times of Turbulence.

Authors:  Andrés García-Medina; José B Hernández C
Journal:  Entropy (Basel)       Date:  2020-07-11       Impact factor: 2.524

4.  Time-varying properties of asymmetric volatility and multifractality in Bitcoin.

Authors:  Tetsuya Takaishi
Journal:  PLoS One       Date:  2021-02-01       Impact factor: 3.240

5.  Association between COVID-19 cases and international equity indices.

Authors:  Nick James; Max Menzies
Journal:  Physica D       Date:  2020-12-23       Impact factor: 2.300

6.  Collective correlations, dynamics, and behavioural inconsistencies of the cryptocurrency market over time.

Authors:  Nick James; Max Menzies
Journal:  Nonlinear Dyn       Date:  2022-01-03       Impact factor: 5.741

7.  Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19.

Authors:  Nick James; Max Menzies; Jennifer Chan
Journal:  Physica A       Date:  2020-11-25       Impact factor: 3.778

8.  Cryptocurrency Market Consolidation in 2020-2021.

Authors:  Jarosław Kwapień; Marcin Wątorek; Stanisław Drożdż
Journal:  Entropy (Basel)       Date:  2021-12-13       Impact factor: 2.524

  8 in total

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