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Dynamic risk and hedging strategies in post-COVID digital asset sectors

SeungOh Han

Research in International Business and Finance, 2025, vol. 75, issue C

Abstract: Time-varying parameter vector autoregressive models analyze post-pandemic risk spillover dynamics within equally-weighted digital asset sectors, focusing on the year following the COVID-19 pandemic declaration. This analysis highlights an initial surge in pandemic-induced spillovers, followed by a gradual decline, underscoring market resilience. Stablecoins are identified as primary net receivers of volatility, while Smart-contract, Binance-chain, and DeFi sectors emerge as main net transmitters. Frequency-based analysis reveals these sectors predominantly drive short-term spillover dynamics. Long/short portfolio assessments pinpoint Smart-contract tokens as the most effective post-pandemic hedgers, with NFT, Metaverse, and DeFi showing substantial increases in hedging effectiveness. This identification of efficient hedgers proves consistent across various specifications, including value-weighted indices, individual assets, alternative post-outbreak periods, extended post-pandemic periods, and different lag lengths.

Keywords: Digital asset sectors; COVID-19 pandemic; TVP-VAR; Time connectedness; Frequency connectedness; Hedged portfolios (search for similar items in EconPapers)
JEL-codes: C32 G11 G12 N45 Q43 (search for similar items in EconPapers)
Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:eee:riibaf:v:75:y:2025:i:c:s027553192400535x

DOI: 10.1016/j.ribaf.2024.102742

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