Is the cryptocurrency market a hedge against stock market risk? A Wavelet and GARCH approach

Pub Date : 2023-09-16 DOI:10.1111/ecno.12227
Susovon Jana, Tarak N. Sahu
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引用次数: 1

Abstract

This study analyses six major cryptocurrencies and four global stock markets to explore the role of cryptocurrencies as a hedge, safe haven, and diversifier in stock markets. The study employs ADCC-GARCH and Wavelet Coherence Technique, using daily data from 4 January 2017 to 28 February 2023. The study has found that stock returns and unstable cryptocurrency returns have high volatility persistence in the long run. Besides, while unstable digital currencies (Bitcoin, Ethereum, Binance Coin, and Dogecoin) serve as a hedge during stable economic periods, they have not been a hedge during economic turmoil in the stock markets. Conversely, stablecoins (Tether and USD Coin) have been shown to have acted as a hedge during normal economic times and have offered a safe haven during economic downturns. Except for Tether, all cryptocurrencies' diversification capacity is time-varying. In stable economic conditions, they serve as diversifiers, but during turmoil, they do not. However, Tether serves as a diversifier regardless of the financial situation. Finally, the present investigation is expected to offer crucial information on hedge, safe haven and diversification for quasi-investors.

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加密货币市场是为了对冲股市风险吗?小波和GARCH方法
本研究分析了六种主要加密货币和四个全球股市,以探索加密货币在股市中作为对冲、避风港和多样化工具的作用。该研究采用了ADCC-GARCH和小波相干技术,使用了2017年1月4日至2023年2月28日的每日数据。研究发现,从长远来看,股票回报和不稳定的加密货币回报具有高波动性。此外,尽管不稳定的数字货币(比特币、以太坊、币安币和狗狗币)在经济稳定时期起到了对冲作用,但在股市经济动荡期间,它们并不是对冲工具。相反,稳定币(Tether和USD Coin)已被证明在正常经济时期起到了对冲作用,并在经济衰退期间提供了避风港。除了Tether,所有加密货币的多样化能力都是随时间变化的。在稳定的经济条件下,他们可以发挥多样化的作用,但在动荡时期,他们不会。然而,无论财务状况如何,Tether都是一个多样化的人。最后,本次调查有望为准投资者提供有关对冲、避险和多元化的重要信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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