THE IMPACT OF COVID-19 ON EXCHANGE RATE VOLATILITY: AN ECONOPHYSICS APPROACH

R. Dias, Hortense Santos
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引用次数: 2

Abstract

This paper aims to analyze the efficiency, in its weak form, between exchange rates, US-RMB, US-EUR, US-JPY, US-MYR, US-PHP, US-SGD, US-THB, US-CHF, US-GBP, in the period from July 1, 2019 to October 27, 2020. To perform this analysis, different approaches were undertaken to assess whether: (i) the impact of the global pandemic created long memories in international foreign exchange markets? The results of the exponents Detrended Fluctuation Analysis (DFA) show that the exchange rates US-THB (0.60), US-MYR (0.59), US-SGD (0. 59), present long memories, to a lesser extent the exchange pairs US-GBP (0.56), US-EUR (0.53). On the other side, exchange rates US-RMB (0. 47), US-JPY (0. 43), US-CHF (0. 46), US-PHP (0. 38) show anti persistence, while the Detrended cross-correlation coefficient (𝑝𝐷𝐶𝐶𝐴) results show 19 average correlation coefficients (≌ 0.333 → ≌ 0.666), 10 weak correlation coefficient (≌ 0,000 → ≌ 0.333), 7 strong non-trend cross correlation coefficients (0.666→ ≌ 1,000). In conclusion, we show that the exchange pairs analyzed show some predictability, that is, there are levels of arbitrage that can be explored by investors; we also found that the exchange rates analyzed have characteristics of diversification, due to the low autocorrelation between markets. The objective of this study was not to analyze abnormal profitability by investors without incurring additional risk.
2019冠状病毒病对汇率波动的影响:一种经济物理学方法
本文旨在分析2019年7月1日至2020年10月27日期间,美元-人民币、美元-欧元、美元-日元、美元-马来西亚林吉特、美元-菲律宾比索、美元-新加坡元、美元-泰铢、美元-瑞士法郎、美元-英镑等汇率之间的弱效率。为了进行这一分析,采用了不同的方法来评估:(i)全球大流行的影响是否在国际外汇市场上留下了长期记忆?指数趋势波动分析(DFA)的结果显示,美元-泰铢(0.60),美元-马来西亚林吉特(0.59),美元-新加坡元(0.60)。美元兑英镑(0.56)、美元兑欧元(0.53)的汇价较低。另一方面,美元兑人民币汇率为(0。47), us-jpy (0);43), us-chf (0);46), us-php(0。(38)表现为非持续性,而去趋势相关系数(𝑝𝐷变量变量)结果显示出19个平均相关系数(≌0.333→≌0.666),10个弱相关系数(≌000→≌0.333),7个强非趋势相关系数(0.666→≌1000)。总之,我们表明所分析的货币对显示出一定的可预测性,即存在投资者可以探索的套利水平;我们还发现,由于市场之间的自相关性较低,所分析的汇率具有多样化特征。本研究的目的不是分析投资者在不承担额外风险的情况下的异常盈利能力。
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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