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Does economic policy uncertainty affect cryptocurrency markets? Evidence from Twitter-based uncertainty measures

机译:经济政策不确定性是否会影响加密货币市场? 基于Twitter的不确定性措施的证据

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摘要

Using daily data from August 9, 2015, to July 7, 2020, this study examines the effects of economic policy uncertainty (EPU) on the returns of four cryptocurrencies: Bitcoin, Ethereum, Litecoin, and Ripple. To this end, two new measures of EPU (Twitter-based economic uncertainty and Twitter-based market uncertainty) are considered. A Granger causality test using the recursive evolving window approach shows a significant causality between the Twitter-based EPU measures and the BTC/USD exchange rate from October 2016 to July 2017. Moreover, a significant causality was noted from the EPU measures to the ETH/USD exchange rate from June 2019 to February 2020 and from the EPU measures to the XRP/USD exchange rate from January 2020 to February 2020. The Twitter-based EPU measures primarily positively affect the returns of the related cryptocurrencies during these periods. These results are robust to different measures of Twitter-based EPU and different econometric techniques. Potential implications, including the COVID-19 era, are also discussed.
机译:本研究研究了2015年8月9日至2020年7月7日的日常数据,审查了经济政策不确定性(EPU)对四个加密货币的回报:比特币,Ethereum,LiteCoin和涟漪的影响。为此,考虑了两项新的EPU措施(基于Twitter的经济不确定性和基于Twitter的市场不确定性)。使用递归演化窗口方法的格兰杰因果关系测试在2016年10月至2017年7月至7月,基于Twitter的EPU措施和BTC / USD汇率之间存在显着的因果关系。此外,EPU措施向ETH / USD汇率从2019年6月到2020年2月,并从欧盟委员会到2020年1月到2020年2月的XRP /美元汇率措施。基于Twitter的EPU措施主要在这些时期内积极影响相关加密货币的回报。这些结果对于基于Twitter的EPU和不同的计量技术的不同措施是强大的。还讨论了包括Covid-19时代的潜在影响。

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