Macroeconomic Currency Crisis Early Warning Indicators in Emerging Countries

Siriki Coulibaly, Aya Marouane
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Abstract

This study investigates the relationships between exchange rate and the main macroeconomic variables as GDP, inflation and unemployment on one hand and the ability of these variables in alerting about coming exchange rate crisis in emerging countries. The three variables have significant coefficients with exchange rate in line with literature signs except unemployment rate. The study uses signal approach, dealing specifically with the main macroeconomic variables, selected by system GMM method in emerging markets. The study develops macroeconomic pressure indices from these selected macroeconomic variables using the market pressure index methodology from Early Warning System literature. Based on the macroeconomic variables, a combined macroeconomic pressure index has been built. The results of the non-parametric early warning system indicate that the individual macroeconomic pressure indexes created are good warning tools of a currency crisis. The macroeconomic pressure indexes are better early warning indicators than market pressure index built from international reserves, in emerging countries for four quarters warning period window. Production pressure index appears more accurate followed by inflation but unemployment pressure index is the most sensitive. However, the number of effective indicators and the accuracy of the indexes are not the same for all the countries, changing from a country to another.
新兴国家宏观经济货币危机预警指标
本研究一方面探讨汇率与国内生产总值、通货膨胀率和失业率等主要宏观经济变量之间的关系,另一方面探讨这些变量对新兴国家即将到来的汇率危机的预警能力。除失业率外,其他三个变量与汇率的系数都很明显,与文献中的迹象一致。本研究采用信号法,专门处理主要的宏观经济变量,通过系统 GMM 方法在新兴市场中进行选择。研究利用预警系统文献中的市场压力指数方法,从这些选定的宏观经济变量中开发出宏观经济压力指数。在宏观经济变量的基础上,建立了综合宏观经济压力指数。非参数预警系统的结果表明,建立的单个宏观经济压力指数是货币危机的良好预警工具。在新兴国家的四个季度预警期窗口中,宏观经济压力指数比根据国际储备建立的市场压力指数是更好的预警指标。生产压力指数似乎更准确,其次是通货膨胀,但失业压力指数最为敏感。然而,有效指标的数量和指数的准确性在所有国家都不尽相同,各国的情况也不尽相同。
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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