Momentum trading in cryptocurrencies: Short-term returns and diversification benefits
Momentum trading in cryptocurrencies: Short-term returns and diversification benefits
We test for the presence of momentum effects in cryptocurrency market and estimate dynamic conditional correlations (DCCs) of returns between momentum portfolios of cryptocurrencies and traditional assets. First, investment portfolios are constructed adherent to the classic J/K momentum strategy, using daily data from twelve cryptocurrencies for over a period of three years. We identify the existence of momentum effect, which is highly significant for short-term portfolios but disappears over the longer term. Second, we show that cross correlations of weekly returns between momentum portfolio of cryptocurrencies and traditional assets are unlike correlations of returns between traditional assets. Third, we find that momentum portfolios of cryptocurrencies not only offer diversification benefits but also can be a hedge and safe haven for traditional assets.
Momentum, Cryptocurrency, Dynamic Conditional Correlation
Tzouvanas, Panagiotis
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Kizys, Renatas
9d3a6c5f-075a-44f9-a1de-32315b821978
Tsend-Ayush, Bayasgalan
34df879d-604c-4dbb-a505-2e4ede9d0538
Tzouvanas, Panagiotis
f8c0fae8-aebe-406b-9df5-e40fd4c81fbb
Kizys, Renatas
9d3a6c5f-075a-44f9-a1de-32315b821978
Tsend-Ayush, Bayasgalan
34df879d-604c-4dbb-a505-2e4ede9d0538
Tzouvanas, Panagiotis, Kizys, Renatas and Tsend-Ayush, Bayasgalan
(2019)
Momentum trading in cryptocurrencies: Short-term returns and diversification benefits.
Economics Letters.
(doi:10.1016/j.econlet.2019.108728).
Abstract
We test for the presence of momentum effects in cryptocurrency market and estimate dynamic conditional correlations (DCCs) of returns between momentum portfolios of cryptocurrencies and traditional assets. First, investment portfolios are constructed adherent to the classic J/K momentum strategy, using daily data from twelve cryptocurrencies for over a period of three years. We identify the existence of momentum effect, which is highly significant for short-term portfolios but disappears over the longer term. Second, we show that cross correlations of weekly returns between momentum portfolio of cryptocurrencies and traditional assets are unlike correlations of returns between traditional assets. Third, we find that momentum portfolios of cryptocurrencies not only offer diversification benefits but also can be a hedge and safe haven for traditional assets.
Text
Momentum trading in cryptocurrencies - Short-term returns and diversification benefits
- Accepted Manuscript
More information
Accepted/In Press date: 27 September 2019
e-pub ahead of print date: 30 September 2019
Keywords:
Momentum, Cryptocurrency, Dynamic Conditional Correlation
Identifiers
Local EPrints ID: 434719
URI: http://eprints.soton.ac.uk/id/eprint/434719
ISSN: 0165-1765
PURE UUID: ebbb732b-9cdc-432d-94a8-14a946d82da7
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Date deposited: 07 Oct 2019 16:30
Last modified: 16 Mar 2024 08:15
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Author:
Panagiotis Tzouvanas
Author:
Bayasgalan Tsend-Ayush
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