The Skewness-Kurtosis Plane for Cryptocurrencies' Universe

Abstract

Cryptocurrency returns diverge excessively from normality, with the interrelationship of Skewness and Kurtosis being accordant with a parabolic form, yet this connection is scantly documented. We begin by demonstrating diagrammatically the attributes of the S-K plane for cryptocurrencies. Moreover, by taking advantage of the panel structure of the data, we estimate a quadratic model for the S-K plane. Then we investigate whether the type and the infrastructure of the cryptocurrency, as well as the period under examination, alter the architecture of the plane. We find that the squared Skewness of tokens substantially lowers the slope of Kurtosis, while the same applies to the earlier era of the market.

Publication DOI: https://doi.org/10.1002/ijfe.2795
Divisions: College of Business and Social Sciences > Aston Business School > Economics, Finance & Entrepreneurship
Additional Information: Copyright © 2023 The Authors. International Journal of Finance & Economics published by John Wiley & Sons Ltd.This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License [https://creativecommons.org/licenses/by-nc-nd/4.0/], which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
Uncontrolled Keywords: Cryptocurrencies,Higher Moments,Skewness,Kurtosis,Bitcoin
Publication ISSN: 1099-1158
Last Modified: 11 Apr 2024 07:15
Date Deposited: 16 Feb 2023 13:32
Full Text Link:
Related URLs: https://onlinel ... .1002/ijfe.2795 (Publisher URL)
PURE Output Type: Article
Published Date: 2023-02-14
Published Online Date: 2023-02-14
Accepted Date: 2023-02-02
Authors: Karagiorgis, Ariston
Ballis, Antonis (ORCID Profile 0000-0002-3033-3290)
Drakos, Konstantinos

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