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The linkage between Bitcoin and foreign exchanges in developed and emerging markets
1LaREMFiQ Laboratory, University of Sousse, Sousse, Tunisia.
Summary
This study reveals that R-vine copula models Bitcoin
Area of Science:
- Financial Econometrics
- Cryptocurrency Markets
- International Finance
Background:
- Understanding the interconnectedness of Bitcoin and fiat currencies is crucial for financial stability.
- Existing models may not fully capture the complex dependencies between cryptocurrencies and traditional markets.
- The increasing volatility of Bitcoin necessitates robust analytical frameworks.
Purpose of the Study:
- To investigate the connectedness between Bitcoin and fiat currencies in developed (G7) and emerging (BRICS) economies.
- To compare the efficacy of the regular (R)-vine copula with benchmark models (multivariate t-copula, DCC-GARCH).
- To analyze the impact of significant market events on this linkage.
Main Methods:
- Utilized the regular (R)-vine copula methodology.
- Benchmarked against the multivariate t-copula and dynamic conditional correlation (DCC) GARCH models.
- Examined data encompassing Bitcoin price movements and major global events.
Main Results:
- The R-vine copula model demonstrated superior performance in capturing dependencies compared to benchmark models for both G7 and BRICS currency baskets.
- The study identified increased cross-market linkages during Bitcoin crashes, particularly significant during the 2021 and 2022 crises.
- Shock transmission paths are better modeled by the R-vine copula, offering richer insights into market dynamics.
Conclusions:
- The R-vine copula provides a more accurate representation of Bitcoin's connectedness with fiat currencies.
- Significant market events demonstrably influence the linkage between Bitcoin and traditional currencies.
- The findings suggest a potential end to Bitcoin's market isolation, indicating increased integration with global financial systems.
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