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Diversification benefits of NFTs for conventional asset investors: Evidence from CoVaR with higher moments and optimal hedge ratios

  • Zaghum Umar
  • , Muhammad Usman
  • , Sun-Yong Choi
  • , John Rice

Research output: Contribution to journalArticlepeer-review

30 Citations (Scopus)

Abstract

This study investigates the risk and returns on one of the newest digital asset classes instruments, non-fungible tokens (NFTs), by accounting for tail dependence of higher-order moments and portfolio characteristics. We used a wide range of asset classes, encompassing equites, fixed income securities, and commodities, and document the desirable hedging and portfolio attributes of NFTs by employing Conditional Value-at-Risk (CoVaR) and ∆CoVaRs with various copula functions. We found that NFTs exhibit beneficial investment and hedging attributes under all market conditions, including the Covid-19 pandemic. Our findings have important implications for investors, risk managers, and regulators.

Original languageEnglish
Article number101957
JournalResearch in International Business and Finance
Volume65
DOIs
Publication statusPublished - 1 Apr 2023

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