Do Bitcoin Stylized Facts Depend on Geopolitical Risk?

Messaoud Chibane, Nathalie Janson
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引用次数: 5

Abstract

We show that the dynamics of Bitcoin (BTC) price are strongly influenced by the level of global geopolitical risk. Indeed, a number of well established stylized facts about BTC cease to be true when we condition the evolution of BTC returns on the GPR index. In particular, we find that when geopolitical risk is high, BTC is no longer a perfect portfolio diversifier as it correlates strongly with Gold, US treasury yields and negatively with EUR/USD. We also find that BTC price bubbles are much more likely to occur when geopolitical risk is high, i.e. when investors flock to BTC as a digital safe haven or to a lesser extent when geopolitical risk is low and the BTC market behavior is speculative. Conversely, when geopolitical risk is moderate we find that BTC returns are approximately normally distributed and therefore do not seem to foster asset pricing bubbles. These results suggest that investors should adjust their portfolio holdings of BTC while adequately taking into account the amount of geopolitical risk present in the economy. Last, we find that the efficiency (in its weak form) of the BTC market increases with the level of geopolitical risk and that in fact the BTC market is rather efficient for moderate and high GPR.
比特币风格化的事实取决于地缘政治风险吗?
我们表明,比特币(BTC)价格的动态受到全球地缘政治风险水平的强烈影响。事实上,当我们将BTC回报的演变与GPR指数挂钩时,许多关于BTC的既定事实就不再成立了。特别是,我们发现当地缘政治风险很高时,比特币不再是一个完美的投资组合多元化工具,因为它与黄金、美国国债收益率密切相关,与欧元/美元呈负相关。我们还发现,当地缘政治风险高时,即投资者将比特币作为数字避风港涌向比特币时,比特币价格泡沫更有可能发生;当地缘政治风险低、比特币市场行为具有投机性时,比特币价格泡沫的可能性较小。相反,当地缘政治风险适中时,我们发现比特币的回报近似正态分布,因此似乎不会助长资产定价泡沫。这些结果表明,投资者应该在充分考虑到经济中存在的地缘政治风险的同时,调整他们的比特币投资组合。最后,我们发现比特币市场的效率(弱形式)随着地缘政治风险水平的增加而增加,实际上比特币市场在中等和高GPR下是相当有效的。
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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