Brave New World? Bitcoin is not the New Gold: Understanding Cryptocurrency Price Dynamics

Sangyup Choi, Junhyeok Shin
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引用次数: 4

Abstract

While the many commonalities shared by Bitcoin and gold raise a question of whether Bitcoin is a safe-haven like gold, relevant empirical evidence to date is mixed. Unlike existing empirical studies, we derive a simple estimable model of Bitcoin price dynamics from the quantity equation, which allows for structural interpretation of our findings; we then estimate the dynamic effects of macro factors, including income, inflation, and interest rates on Bitcoin prices at a weekly frequency. Unlike gold, Bitcoin prices are vulnerable to financial risk or uncertainty shocks, which is inconsistent with safe-haven quality. When the empirical model is augmented with Bitcoin-specific variables, such as its supply, transactions, and velocity, a major share of Bitcoin price dynamics is explained by these variables. We also find an interesting nonlinearity in the drivers of Bitcoin price dynamics between bullish and bearish market: the role of Bitcoin-idiosyncratic shocks increases when it appreciates, while the effects of macro factors dominate when it depreciates.
美丽新世界?比特币不是新的黄金:了解加密货币的价格动态
虽然比特币和黄金的许多共同点引发了一个问题,即比特币是否像黄金一样是一种避险工具,但迄今为止相关的经验证据喜忧参半。与现有的实证研究不同,我们从数量方程中推导出一个简单的可估计的比特币价格动态模型,这允许对我们的发现进行结构性解释;然后我们以每周的频率估计宏观因素的动态影响,包括收入、通货膨胀和利率对比特币价格的影响。与黄金不同,比特币价格容易受到金融风险或不确定性冲击的影响,这与避险的品质不符。当经验模型与比特币特定的变量(如比特币的供应、交易和速度)相结合时,比特币价格动态的主要份额可以由这些变量来解释。我们还发现,在看涨和看跌市场之间,比特币价格动态的驱动因素存在一个有趣的非线性:当比特币升值时,比特币特有冲击的作用会增加,而当比特币贬值时,宏观因素的影响占主导地位。
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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