Crypto Asset Markets vs. Financial Markets: Event Identification, Latest Insights and Analyses

As crypto assets become more widely adopted, crypto asset markets and traditional financial markets may become increasingly interconnected. The close linkages between these markets have potentially important implications for price formation, contagion, risk management and regulatory frameworks. In this study, we assess the correlation between traditional financial markets and selected crypto assets, study factors that may impact the price of crypto assets and identify potentially significant events that may have an impact on Bitcoin and Ethereum price dynamics. For the latter analyses, we adopt a Bayesian model averaging approach to identify change points in the Bitcoin and Ethereum daily price time series. We then use the dates and probabilities of these change points to link them to specific events, finding that nearly all of the change points can be associated with known historical crypto asset-related events. The events can be classified into broader geopolitical developments, regulatory announcements and idiosyncratic events specific to either Bitcoin or Ethereum.

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Publication Details

Journal
AppliedMath
Published
2025-04-02
DOI
https://doi.org/10.3390/appliedmath5020036
Citations
1
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.13
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article

Crypto Asset Markets vs. Financial Markets: Event Identification, Latest Insights and Analyses

Polychronis Manousopoulos, John Theal, Eleni Koutrouli, Laura Tresso
1 citations
AppliedMath
Market Dynamics and Volatility
3.13
article

Crypto Asset Markets vs. Financial Markets: Event Identification, Latest Insights and Analyses

Polychronis Manousopoulos, John Theal, Eleni Koutrouli, Laura Tresso
article en
1 citations

Abstract

As crypto assets become more widely adopted, crypto asset markets and traditional financial markets may become increasingly interconnected. The close linkages between these markets have potentially important implications for price formation, contagion, risk management and regulatory frameworks. In this study, we assess the correlation between traditional financial markets and selected crypto assets, study factors that may impact the price of crypto assets and identify potentially significant events that may have an impact on Bitcoin and Ethereum price dynamics. For the latter analyses, we adopt a Bayesian model averaging approach to identify change points in the Bitcoin and Ethereum daily price time series. We then use the dates and probabilities of these change points to link them to specific events, finding that nearly all of the change points can be associated with known historical crypto asset-related events. The events can be classified into broader geopolitical developments, regulatory announcements and idiosyncratic events specific to either Bitcoin or Ethereum.

AppliedMathVol. 5(2)
European Central Bank (DE), Central Bank of Luxembourg (LU), ATEbank (Greece) (GR)
Openalex Percentile: Top 9%
Market Dynamics and Volatility
3.13
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Crypto Asset Markets vs. Financial Markets: Event Identification, Latest Insights and Analyses — Polychronis Manousopoulos, John Theal, et al. · AppliedMath (2025) | TGRS Research Map | TGRS