哪些不确定性对加密货币有影响?

I. Sifat
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引用次数: 0

摘要

我们通过识别加密货币价格动态的经济不确定性来为金融文献做出贡献。为了衡量这种关系,我们研究了2015年至2021年美国和主要发达经济体的加密货币与主要基于文本的不确定性指数(分类和广泛)之间的共同随机趋势。使用高维随机波动因子模型的静态因子测试结果表明,全局不确定性与密码圈之间存在微不足道的关联。然而,从动态隐含相关矩阵的进一步研究表明,这种现象随着时间的推移经历了几次变化。事实上,2015年至2016年间,美国货币政策不确定性之间的联系并非微不足道。在特朗普当选后的牛市之后,这种联系消失了,但在新冠肺炎大流行到来后又重新出现。围绕美国政府某些决定的不确定性意义不大。来自欧洲国家和中国的不确定因素也有一定影响,日本则相反。因果关系测试在很大程度上认可了这些结果,同时强调了一个重要的观点,即尽管加密货币的定价动态可能独立于全球的不确定性,但它们的第二时刻仍然与全球趋势有关。总而言之,加密市场的波动受到全球不确定性的影响,而价格受影响较小。
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What Uncertainties Matter to Cryptocurrencies?
We contribute to financial literature by identifying economic uncertainties salient to the price dynamics of cryptocurrencies. To measure this relationship, we examine the common stochastic trends between cryptocurrencies and major text-based uncertainty indices — categorical and broad — from the US and major developed economies from 2015 to 2021. Results from static factor tests using high-dimensional stochastic volatility factor models indicate trivial associations between global uncertainties and the crypto-sphere. Further investigation from dynamic implied correlation matrices, however, suggest that this phenomenon has undergone several changes over time. In fact, ties between US-based monetary policy uncertainties were non-trivial between 2015 to 2016. Following the post-Trump election bull run, the association faded, before reappearing upon the advent of the COVID-19 pandemic. Uncertainties surrounding some decisions by US government register minor significance. Uncertainties from European countries and China show some influence, with Japan registering an inverse relationship. Causality tests largely approbate these results, while underscoring an important point that while the pricing dynamics of cryptocurrencies may be independent from global uncertainties, their second moments remain attached to global trends. In sum, volatility in the crypto market is impacted by global uncertainties;prices are less so.
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