加密货币能成为投资者未来的避风港吗?比特币的案例研究

A. Khaki, Somar Al-Mohamad, Walid Bakry, Samet Gunay
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引用次数: 4

摘要

目的:本研究试图确定比特币价格是否受到实体经济活动、金融市场和外汇市场的影响;以及比特币是否有潜力成为投资者的避风港。背景:一般来说,加密货币,特别是比特币,作为电子支付系统的替代机制,已经引起了从业者和学者的巨大兴趣。一些人认为“比特币在实践中起作用,但在理论上不起作用”,另一些人则认为比特币的稳定性取决于未知变量的未知组合,因此很难(如果不是不可能的话)精确地建模,从而引发了对系统健全性的质疑。研究界应该承担起精确识别驱动比特币价格的因素的任务,并发展一些理论基础,以帮助理解当法律环境和实践发生变化时,比特币将如何受到影响。研究意义:博客和主流金融媒体上对比特币的广泛讨论主要集中在加密货币的技术、法律和安全问题上。即使是有限的学术研究也集中在技术和安全问题上,而金融和经济方面的问题基本上没有触及。因此,本研究旨在确定比特币受到经济增长、金融市场和外汇市场变化的影响程度。该论文还试图确定比特币的行为是否与外汇市场和金融市场不同,以及它是否具有对冲或多样化的潜力?设计/方法/方法:本研究采用马尔可夫制度转换回归模型来确定实体经济活动(以波罗的海干散货指数为代表)、金融市场(以道琼斯工业平均指数为代表)和外汇市场(以美元-欧元和美元-日元汇率为代表)之间的关系。研究结果表明,与美元-欧元和美元-日元汇率不同,比特币与其他金融和经济变量的关联表现出显著不同的行为。尽管股票市场或外汇市场在看涨和看跌两种情况下都在不同程度上相互显著相关,但实体经济活动似乎与它们中的任何一个都无关。与此同时,比特币既不受实体经济活动的影响,也不受股票市场的影响,也不受看涨和看跌机制下外汇市场的影响。事实上,它的行为与外汇市场有很大不同。此外,结果表明,比特币在很大程度上倾向于呈现看涨趋势,向看跌趋势过渡的可能性非常小。因此,可以得出结论,比特币可能在不同程度上提供对冲和多样化的潜力。原创性/价值:尽管加密货币的技术、法律和安全问题已被广泛讨论,但金融和经济方面的问题在很大程度上仍未得到探讨。因此,当前的研究对该主题的稀疏文献做出了适度的贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can Cryptocurrencies Be a Future Safe Haven for Investors? A Case Study of Bitcoin
Purpose: This study attempts to determine whether or not Bitcoin prices are affected by real economic activity, financial markets, and foreign exchange markets; and whether Bitcoin has the potential to be a safe haven for investors. Background: Cryptocurrencies in general, and Bitcoin in particular, have generated a huge interest from both practitioners and academicians as an alternative mechanism for electronic payment systems. While some argue that “Bitcoin works in practice, but not in theory”, others argue that Bitcoin’s stability depends on unknown variables in unknown combination, and thus it is difficult if not impossible to model precisely, thereby raising doubts about the soundness of the system. The research community should assume the task of precisely identifying the factors driving Bitcoin prices, and develop some theoretical foundation to help understand how Bitcoin will be affected when the legal environment and practices change. Significance of the Study: The extensive discussion of Bitcoin on blogs and in the mainstream financial media has primarily focused on the cryptocurrency’s technical, legal and safety issues. Even the limited academic research on the subject has focused on the technical and safety issues, leaving the question of financial and economic aspects largely untouched. The present study thus seeks to determine the extent to which Bitcoin is affected, if at all, by changes in economic growth, financial markets, and forex markets. The paper also seeks to determine whether Bitcoin behaves differently from forex markets and financial markets and if it has a hedging or diversification potential? Design/methodology/approach: A Markov regime-switching regression model is employed in this study to determine the relationship between real economic activity (proxied by the Baltic Dry Index), financial markets (proxied by the Dow Jones Industrial Average Index), and foreign exchange markets (proxied by the USD-Euro & USD-Yen exchange rates). Findings: The results indicate that, unlike USD-Euro and USD-Yen exchange rates, Bitcoin exhibits significantly different behavior in terms of its association with other financial and economic variables. While equity markets or forex markets are significantly related to each other in varying levels in both the bullish and the bearish regimes, real economic activity appears to be unrelated to either of them. Bitcoin meanwhile, is affected neither by real economic activity, nor equity markets, nor forex markets in either bullish and the bearish regimes. Indeed, it differs significantly in its behavior from forex markets. Furthermore, the results indicate that Bitcoin tends largely to exhibit a bullish trend and the probability of transition to a bearish trend is very small. Thus, it can be concluded that Bitcoin may offer potential for both hedging and diversification to varying degrees. Originality/value: Although the technical, legal and safety issues in cryptocurrencies have been widely discussed, financial and economic aspects remain largely unexplored. The current study thus makes a modest contribution to the sparse literature on the subject.
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