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What is the level of correlation between the returns of classic investment assets and those of Bitcoin?

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Reinhart, Tom ULiège
Promoteur(s) : Delfosse, Vincent ULiège
Date de soutenance : 4-sep-2023/8-sep-2023 • URL permanente : http://hdl.handle.net/2268.2/18858
Détails
Titre : What is the level of correlation between the returns of classic investment assets and those of Bitcoin?
Auteur : Reinhart, Tom ULiège
Date de soutenance  : 4-sep-2023/8-sep-2023
Promoteur(s) : Delfosse, Vincent ULiège
Membre(s) du jury : Heuchenne, Cédric ULiège
Langue : Anglais
Discipline(s) : Sciences économiques & de gestion > Finance
Institution(s) : Université de Liège, Liège, Belgique
Diplôme : Master en sciences de gestion, à finalité spécialisée en Banking and Asset Management
Faculté : Mémoires de la HEC-Ecole de gestion de l'Université de Liège

Résumé

[fr] This paper aims to study the dynamic linkages between the returns of classic investment assets and those of Bitcoin. For this, we first based our research on understanding the emergence of
cryptocurrencies, in particular Bitcoin, their functioning and the implications for regulators. We also
discussed the trading system and platforms.
Then, our literature review allowed us to notice that a certain number of studies had been carried out, based on various models such as GARCH and covering most of the periods used in this work. However,we note some grey areas, especially regarding more recent events that are not yet fully covered. On this basis, we chose to follow the methodology explored in the article of Wang and al. (2022) by using an ADCC-GARCH model that captures the effect of asymmetric time-varying conditional correlations between different assets.
We were thus able to analyse the dynamic linkages between Bitcoin and assets. Our results show the following elements:
• Bitcoin-Bonds and Bitcoin-EUR/USD exchange rate linkages exhibit a negative trend for
dynamic correlation coefficients
• Bitcoin is more of a risky asset, closer to stocks
• Shot-term volatility influence the dynamic linkages between Bitcoin and all assets involved in
this paper
• Extreme shocks tend to reinforce Bitcoin-Stocks, Bitcoin-Gold and Bitcoin-EUR/USD exchange
rate dynamic linkages
Then, we discussed on the role of Bitcoin in portfolios as well as its characteristics as a diversifier,
hedging strategy or safe haven asset. We performed a multiple linear regression analysis to assess
these properties, but we found that it was not relevant enough regarding our database. So, we went back to the dynamic correlation coefficients of our ADCC-GARCH model. This allows us to add to our previous conclusions that Bitcoin shows hedging properties regarding US Treasury Bonds and EUR/USD exchange rate but should be associated with other assets for accurate hedging strategies.
Finally, this paper expands scientific research by exploring the dynamic linkages between Bitcoin and assets, while assessing Bitcoin's properties as a risk diversifier, hedging tool and safe haven asset. For future research, we suggest using other models to diversify the approaches, especially for Bitcoin’s properties tests.


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Auteur

  • Reinhart, Tom ULiège Université de Liège > Master sc. gest., à fin.

Promoteur(s)

Membre(s) du jury

  • Heuchenne, Cédric ULiège Université de Liège - ULiège > HEC Liège : UER > UER Opérations: Statistique appl. à la gest. et à l'économie
    ORBi Voir ses publications sur ORBi
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