ISSN: 0186-1042 ISSN-e: 2448-8410
A Bayesian study of changes in volatility of Bitcoin
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Keywords

Bitcoin
volatility
MS-GARCH
Bayesian estimation

How to Cite

Rojas, O., & Coronado, S. (2019). A Bayesian study of changes in volatility of Bitcoin. Accounting & Management, 65(3), e187. https://doi.org/10.22201/fca.24488410e.2020.2358

Abstract

This paper is aimed at studying a MS-GARCH model applied to Bitcoin. The Bayesian estimation of the model shows that Bitcoin’s volatility can be modelled using two states of volatility, high and low. The modelled volatility is not stable over time. Twenty eight periods of high volatility were found, the largest period of volatility occurred during 2013. The findings help explain what happened during these high volatility periods.

 

 

https://doi.org/10.22201/fca.24488410e.2020.2358
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