Repository logo
 

Financial modelling, risk management of energy instruments and the role of cryptocurrencies

Published version
Peer-reviewed

Change log

Authors

Huynh, Toan Luu Duc  ORCID logo  https://orcid.org/0000-0002-1486-127X
Shahbaz, Muhammad 
Nasir, Muhammad Ali 
Ullah, Subhan 

Abstract

jats:titleAbstract</jats:title>jats:pThis paper empirically investigates whether cryptocurrencies might have a useful role in financial modelling and risk management in the energy markets. To do so, the causal relationship between movements on the energy markets (specifically the price of crude oil) and the value of cryptocurrencies is analysed by drawing on daily data from April 2013 to April 2019. We find that shocks to the US and European crude oil indices are strongly connected to the movements of most cryptocurrencies. Applying a non-parametric statistic, Transferring Entropy (an econophysics technique measuring information flow), we find that some cryptocurrencies (XEM, DOGE, VTC, XLM, USDT, XRP) can be used for hedging and portfolio diversification. Furthermore, the results reveal that the European crude oil index is a source of shocks on the cryptocurrency market while the US oil index appears to be a receiver of shocks.</jats:p>

Description

Keywords

3502 Banking, Finance and Investment, 35 Commerce, Management, Tourism and Services, 7 Affordable and Clean Energy

Journal Title

Annals of Operations Research

Conference Name

Journal ISSN

0254-5330
1572-9338

Volume Title

313

Publisher

Springer Science and Business Media LLC