汇率不确定性与工人汇款:经验贝叶斯方法

M. Sikandar, Hafiz M. Yasin, Malik Muhammad
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摘要

汇率是劳动者向一国汇款的重要决定因素之一。汇率水平及其任何波动都会影响到工人汇款的数额。本研究使用了1973年至2012年10个主要国家工人向巴基斯坦汇款的数据。通过GARCH模型估计汇率的不确定性。我们使用经验贝叶斯方法来计算后验信息(估计),为此,GMM估计被用作先验,以避免由于我们模型中存在内源性而导致的偏差和不一致。实证贝叶斯估计在显著性和模型变量的正确符号方面更为有效。调查结果表明,在大多数情况下,母国和东道国的特点发挥了重要作用。研究结果还揭示了汇率不确定性对汇款流入的负面影响。政治不稳定对汇款的影响微不足道。该研究为不同的东道国推荐了不同的政策选择。除了中东,其他地区(如美国、加拿大和德国等)的政策必须单独考虑,以鼓励汇款流入。必须优先采取适当的稳定措施,以减少汇率的波动,并确保汇款经常流入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exchange Rate Uncertainty and Workers’ Remittances: Empirical Bayesian Approach
Exchange rate is one of the important determinates of worker’s remittances to a country. Level of exchange rate as well as any fluctuation in it influences the volume of workers’ remittances. The present study uses data of workers’ remittances from ten major countries to Pakistan for the period 1973 to 2012. Uncertainty of exchange rate is estimated through GARCH model. We use Empirical Bayesian approach to compute posterior information (estimates, for which, the GMM estimates are used as prior in order to avoid biasness and inconsistency due to the presence of endogeniety in our model. The Empirical Bayesian estimates are found to be more efficient in terms of significance and correct signs of modeled variables. The findings suggest a significant role of home and host country characteristics in most of the cases. The findings also reveal a negative impact of exchange rate uncertainty on the inflow of remittances. The political instability reveals an insignificant impact on remittances. The study recommends different policy options for different host countries. Apart from the Middle East, the policy for other regions (like USA, Canada, and Germany etc.) must be considered separately to encourage inflow of remittances. Appropriate stabilization measures have to be taken on priority basis to curtail volatility of exchange rates and to ascertain regular inflow of remittances. 
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