使用box-jenkins arima方法了解塞拉利昂的卖/美元汇率预期

Emerson Abraham Jackson
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引用次数: 1

摘要

本研究的目的是对单变量汇率变量进行12个样本外预测,作为解决塞拉利昂经济中美元化问题所面临的挑战的一种方式。为此,采用了ARIMA模型,最佳模型[1,4,7]表明,塞拉利昂-塞拉利昂[SLL]货币在2020年全年对美元[US$]将继续贬值。这是在其他条件相同的假设下完成的,最重要的是,单变量汇率变量的过去事件是未来结果或表现的决定因素。对样本内预测进行稳健性检验;样本内预测也被用来产生12个月的样本外预测,然后与原始的样本外结果进行比较。总体而言,鲁棒性结果证明彼此一致,只有无穷小的误差水平。为了向前推进,会议重点提出了政策行动建议,特别是关于在塞拉利昂银行和财政部等相关政策机构之间建立合作关系,以解决令人关切的问题,例如,鉴于当前的COVID-19危机,促进实体部门等。中央银行的行动似乎很到位,以解决无良贸易商/进口商滥用汇率制度的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UNDERSTANDING SLL/US$ EXCHANGE RATE EXPECTATIONS IN SIERRA LEONE USING BOX-JENKINS ARIMA APPROACH
This study was carried out with the purpose of producing twelve out-of-sample forecast for a univariate Exchange Rate variable as a way of addressing challenges faced around dollarization issues in the Sierra Leone economy. In pursuit of this, the ARIMA model was utilized, with the best model [1,4,7] indicating that the Sierra Leone - Leone [SLL] currency will continue to depreciate against the United States Dollar [US$] throughout the year 2020. This was done on the assumption of Ceteris Paribus condition, and most importantly on the view that past events of the univariate exchange rate variable are a determinant of future outcomes or performances. Robustness check was also carried out on within-sample forecast; the within-sample forecast was also utilized to produce out-of-sample forecast for a twelve months duration and this was then compared with the original out-of-sample result. Overall, results from the robustness results proved consistent with each other and only with infinitesimal level of error. In a bid to moving forward, recommendation for policy actions were highlighted, particularly in relation to the establishment of collaboration between relevant policy institutions like the Bank of Sierra Leone and the Ministry of Finance to address issues of concern, for example, a boost to the real sector and many more - in view of the current crisis of COVID-19, action of the central bank seem to be well in place to address abuse of the exchange rate system by unscrupulous traders / importers).
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