Decoupling and contagion in bitcoin markets: Evidence from a Bayesian volatility model

• Bitcoin’s dual role : It alternates between a systemic risk amplifier in crises and a decoupled hedge in tranquil regimes, revealed through a Bayesian model. • Portfolio & policy value : A regime-aware allocation strategy improves risk-adjusted performance and aligns with Basel III and MiCA frameworks. • Original contribution : The study unifies endogenous regime discovery, contagion–hedge dynamics, and ESG/regulatory integration into a single framework, offering actionable insights for investors and regulators This paper explores Bitcoin's shifting role as either a systemic risk amplifier or a decoupled hedge across financial regimes. Using a Bayesian time-varying parameter VAR with stochastic volatility (TVP-VAR-SV), I analyze Bitcoin's dynamic connectedness with traditional assets, including gold, the S&P 500, and U.S. Treasury bonds. The results reveal strong asymmetries: Bitcoin amplifies stress during turbulent periods, aligning with risk assets, while showing decoupling behavior under stable conditions—traits missed by static models. I also assess implications for portfolio design and regulation. A backtested ESG-constrained strategy based on regime classification enhances downside protection. The approach supports compliance with emerging frameworks like MiCA and Basel III, offering actionable insights for institutional crypto integration.

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Publication Details

Journal
Finance Research Open
Published
2025-08-26
DOI
https://doi.org/10.1016/j.finr.2025.100048
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
0.00
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article

Decoupling and contagion in bitcoin markets: Evidence from a Bayesian volatility model

Roberto Moro Visconti
Finance Research Open
Market Dynamics and Volatility
article

Decoupling and contagion in bitcoin markets: Evidence from a Bayesian volatility model

Roberto Moro Visconti
article en

Abstract

• Bitcoin’s dual role : It alternates between a systemic risk amplifier in crises and a decoupled hedge in tranquil regimes, revealed through a Bayesian model. • Portfolio & policy value : A regime-aware allocation strategy improves risk-adjusted performance and aligns with Basel III and MiCA frameworks. • Original contribution : The study unifies endogenous regime discovery, contagion–hedge dynamics, and ESG/regulatory integration into a single framework, offering actionable insights for investors and regulators This paper explores Bitcoin's shifting role as either a systemic risk amplifier or a decoupled hedge across financial regimes. Using a Bayesian time-varying parameter VAR with stochastic volatility (TVP-VAR-SV), I analyze Bitcoin's dynamic connectedness with traditional assets, including gold, the S&P 500, and U.S. Treasury bonds. The results reveal strong asymmetries: Bitcoin amplifies stress during turbulent periods, aligning with risk assets, while showing decoupling behavior under stable conditions—traits missed by static models. I also assess implications for portfolio design and regulation. A backtested ESG-constrained strategy based on regime classification enhances downside protection. The approach supports compliance with emerging frameworks like MiCA and Basel III, offering actionable insights for institutional crypto integration.

Finance Research OpenVol. 1(4)
Università Cattolica del Sacro Cuore (IT)
Zero hunger
Openalex Percentile: Top 70%
Market Dynamics and Volatility
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