Back to Search Start Over

Nonextensive triplets in cryptocurrency exchanges

Authors :
Darko Stosic
Tatijana Stosic
Teresa B. Ludermir
Dusan Stosic
Source :
Physica A: Statistical Mechanics and its Applications. 505:1069-1074
Publication Year :
2018
Publisher :
Elsevier BV, 2018.

Abstract

Cryptocurrencies represent a new type of financial assets that are traded in a decentralized and transparent way. Recently, cryptocurrencies with large market capitalization (mostly Bitcoin) have been studied theoretically, but a deeper understanding of their underlying mechanisms remains elusive. Here we explore the nonextensivity of price changes for 20 cryptocurrency exchanges from 2013 until 2017. We discover nonextensive triplets in the cryptocurrency market, where the three associated values for Bitcoin are remarkably close to those of the logistic map near the edge of chaos. The current findings strongly indicate that the cryptocurrency market represents a system whose physics is properly described by nonextensive statistical mechanics. Our results shed light on the complex and volatile nature of cryptocurrencies, and establish the first formal link with the nonextensive theory.

Details

ISSN :
03784371
Volume :
505
Database :
OpenAIRE
Journal :
Physica A: Statistical Mechanics and its Applications
Accession number :
edsair.doi...........25a4008736531583dc7af9b49a698763
Full Text :
https://doi.org/10.1016/j.physa.2018.04.066