黄金支持的加密货币对 DeFi 和 NFT 资产具有动态对冲和避险能力吗?

Rihab Belguith , Yasmine Snene Manzli , Azza Bejaoui , Ahmed Jeribi
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引用次数: 0

摘要

鉴于对 NFT 和 DeFi 数字资产与其他稳定币之间的相互关系的研究还不够充分,本文将从两个方面展开论述。首先,我们研究了 2021 年 11 月 2 日至 2023 年 1 月 5 日期间黄金支持加密货币与 NFT 和 DeFi 资产之间的动态条件相关性。然后,我们评估黄金支持的加密货币相对于 NFT 和 DeFi 的多样化潜力。为此,我们使用随时间变化的 Student's copula 来动态研究不同资产之间的跨市场联系。之后,我们计算了最优对冲比率和有效性指数,以更好地探索投资组合风险管理的有效性。我们的研究结果清楚地表明,黄金支持的加密货币与 NFT 和 DeFi 代币之间的依赖程度往往随着时间的推移而变化。我们的结果还显示,在正常时期,黄金支持的加密货币是合适的对冲(或分散)资产。然而,在 2022 年熊市期间,对于大多数 NFT 和 DeFi 资产来说,这类资产可被视为稳健的避风港。更具体地说,PAXG 和 PMGT 是 NFT 和 DeFi 代币的最佳避险工具。DGX 也是一些 NFT 和 DeFi 资产的避险资产,但与 PAXG 和 PMGT 相比,其风险缓释能力较低。在大多数情况下,DGX 往往是一种强有力的分散工具。其对冲功能仅在 NFT 协议(xNFT)和 DeFi 代币 Chainlink(LINK)中有所体现。对于那些寻找避风港以降低其 NFT 和 DeFi 投资组合风险的投资者和投资组合经理来说,我们的研究结果具有特殊意义。
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Can gold-backed cryptocurrencies have dynamic hedging and safe-haven abilities against DeFi and NFT assets?

Given that the interconnections of NFT and DeFi digital assets with other stablecoins still not sufficiently studied, this paper is two-fold. We first examine the dynamic conditional correlation between gold-backed cryptocurrencies and NFTs and DeFi assets during the period 02/11/2021-05/01/2023. We thereafter assess the diversification potential of gold-backed cryptocurrencies against NFTand DeFi. To this end, we use the time-varying Student's copula to investigate the cross-markets linkages among different assets in dynamic fashion. We afterwards compute the optimal hedging ratios and effectiveness index to better explore the effectiveness of portfolio risk management. Our findings clearly show that the degree of dependence between gold-backed cryptocurrencies and NFT and DeFi tokens tends to vary over time. Our results also display that gold-backed cryptocurrencies act as suitable hedging (or diversifying) assets during normal times. Nevertheless, such assets can be considered as robust safe havens during the 2022 bear market for the most of NFT and DeFi assets. More specifically, PAXG and PMGT are found to be the best safe haven instruments for both NFT and DeFi tokens. DGX also serves as safe-haven assets for some NFT and DeFi assets, but with a lower risk-mitigation capacity compared to PAXG and PMGT. In most cases, DGX tends to act as a strong diversifier. Its hedging feature is only recorded for the NFT Protocol (xNFT) and the DeFi token Chainlink (LINK). Our results are of particular interest to investors and portfolio managers who search for safe havens to mitigate the risk of their NFT and DeFi portfolios.

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