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Is Bitcoin fragility systematically related to global uncertainty?

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  • Buchwalter, Bastien
  • Chibane, Messaoud
  • Giménez Roche, Gabriel A.

Abstract

We propose a novel measure of Bitcoin fragility based on the asymmetric behavior of extreme returns within a parametric jump–diffusion framework. Fragility is defined as the relative dominance of crash-driven over boom-driven tail risk and admits a direct economic interpretation in terms of the existence of moments of gross and inverted returns. Using daily Bitcoin returns from 2013 to 2024 and rolling-window estimation, we document substantial time variation in fragility and examine its association with global uncertainty and volatility indicators. The empirical analysis is deliberately reduced-form and does not aim at causal identification. We find that economic policy uncertainty is positively associated with Bitcoin fragility, while equity market volatility is negatively associated. These relationships operate primarily through changes in jump intensities rather than jump probabilities, indicating that macro-financial uncertainty affects the severity of extreme outcomes more than their frequency. Overall, our results characterize Bitcoin as a fragile speculative asset whose downside tail dominance varies systematically with global financial conditions. This highlights a distinct dimension of tail risk, complementary to existing volatility- and dependence-based measures.

Suggested Citation

  • Buchwalter, Bastien & Chibane, Messaoud & Giménez Roche, Gabriel A., 2026. "Is Bitcoin fragility systematically related to global uncertainty?," Finance Research Letters, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:finlet:v:103:y:2026:i:c:s1544612326006811
    DOI: 10.1016/j.frl.2026.110153
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    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G01 - Financial Economics - - General - - - Financial Crises
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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