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Behaviour of extreme volatility in cryptocurrency: Bitcoin VS ethereum.

Authors :
Anuar, Muhamad Anuar Danial Hairul
Hussain, Saiful Izzuan
Source :
AIP Conference Proceedings. 2024, Vol. 2905 Issue 1, p1-6. 6p.
Publication Year :
2024

Abstract

Extreme Value Theory (EVT) is one of the methods in statistical modelling to obtain the probabilities and frequencies associated with extreme situations in finance. This approach focuses on extreme values and can provide a good estimate for the risk model. In this study, Generalized Pareto Distribution (GPD) is employed to model extreme returns in the cryptocurrency market from Jan, 2019 to Dec, 2021. The results found that Bitcoin is less volatile compared to other cryptocurrencies. Ethereum can be viewed as a risky cryptocurrency in this research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2905
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
174636904
Full Text :
https://doi.org/10.1063/5.0172079