Does the big boss of coins—Bitcoin—protect a portfolio of new-generation cryptos? Evidence from memecoins, stablecoins, NFTs and DeFi

IF 9 1区 经济学 Q1 BUSINESS, FINANCE China Finance Review International Pub Date : 2023-12-05 DOI:10.1108/cfri-03-2023-0076
Monika Chopra, Chhavi Mehta, Prerna Lal, Aman Srivastava
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Abstract

PurposeThe purpose of this research is to primarily understand how crypto traders can use the Bitcoin as a hedge or safe haven asset to reduce their losses from crypto trading. The study also aims to provide insights to crypto investors (portfolio managers) who wish to maintain a crypto portfolio for the medium term and can use the Bitcoin to minimize their losses. The findings of this research can also be used by policymakers and regulators for accommodating the Bitcoin as a medium of exchange, considering its safe haven nature.Design/methodology/approachThis study applies the cross-quantilogram (CQ) approach introduced by Han et al. (2016) to examine the safe-haven property of the Bitcoin against the other selected crypto assets. This method is robust for estimating bivariate volatility spillover between two markets given unusual distributions and extreme observations. The CQ method is capable of calculating the magnitude of the shock from one market to another under different quantiles. Additionally, this method is suitable for fat-tailed distributions. Finally, the method allows anticipating long lags to evaluate the strength of the relationship between two variables in terms of durations and directions simultaneously.FindingsThe Bitcoin acts as a weak safe haven asset for a majority of new crypto assets for the entire study period. These results hold even during greed and fear sentiments in the crypto market. The Bitcoin has the ability to protect crypto assets from sharp downturns in the crypto market and hence gives crypto traders some respite when trading in a highly volatile asset class.Originality/valueThis study is the first attempt to show how the Bitcoin can act as a true matriarch/patriarch for crypto assets and protect them during market turmoil. This study presents a clear and concise representation of this relationship via heatmaps constructed from CQ analysis, depicting the quantile dependence association between the Bitcoin and other crypto assets. The uniqueness of this study also lies in the fact that it assesses the protective properties of the Bitcoin not only for the entire sample period but also specifically during periods of greed and fear in the crypto market.
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比特币的大老板会保护新一代加密货币的投资组合吗?来自模因币、稳定币、nft和DeFi的证据
本研究的目的主要是了解加密交易者如何使用比特币作为对冲或避险资产,以减少他们在加密交易中的损失。该研究还旨在为希望在中期维持加密投资组合并可以使用比特币将损失降至最低的加密投资者(投资组合经理)提供见解。考虑到比特币的避险性质,这项研究的结果也可以被政策制定者和监管机构用来容纳比特币作为交换媒介。设计/方法/方法本研究采用Han等人(2016)引入的交叉量化图(CQ)方法来检查比特币相对于其他选定的加密资产的避险属性。该方法对于估计给定异常分布和极端观测值的两个市场之间的二元波动溢出具有鲁棒性。CQ方法能够计算不同分位数下从一个市场到另一个市场的冲击程度。此外,该方法适用于肥尾分布。最后,该方法允许预测长滞后,以评估两个变量之间的关系的强度,同时在持续时间和方向。在整个研究期间,比特币作为大多数新加密资产的弱避险资产。即使在加密市场的贪婪和恐惧情绪中,这些结果也适用。比特币有能力保护加密资产免受加密市场急剧下滑的影响,因此在交易高度波动的资产类别时,比特币给了加密交易者一些喘息的机会。独创性/价值这项研究首次尝试展示比特币如何成为加密资产的真正女族长/家长,并在市场动荡期间保护它们。本研究通过CQ分析构建的热图,清晰而简洁地表达了这种关系,描绘了比特币和其他加密资产之间的分位数依赖关系。这项研究的独特之处在于,它不仅评估了整个样本时期比特币的保护特性,而且还评估了加密市场贪婪和恐惧时期比特币的保护特性。
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来源期刊
CiteScore
12.40
自引率
1.20%
发文量
112
期刊介绍: China Finance Review International publishes original and high-quality theoretical and empirical articles focusing on financial and economic issues arising from China's reform, opening-up, economic development, and system transformation. The journal serves as a platform for exchange between Chinese finance scholars and international financial economists, covering a wide range of topics including monetary policy, banking, international trade and finance, corporate finance, asset pricing, market microstructure, corporate governance, incentive studies, fiscal policy, public management, and state-owned enterprise reform.
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