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The effects of exchange rate volatility on international trade flows: evidence from panel data analysis and fuzzy approach

机译:汇率波动对国际贸易流量的影响:面板数据分析和模糊方法的证据

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The aim of this paper is to analyze the effects of exchange rate volatility on international trade flows by using two different approaches, the panel data analysis and fuzzy logic, and to compare the results. To a panel with the crosssection dimension of 91 pairs of EU15 countries and with time ranging from 1964 to 2003, an extended gravity model of trade is applied in order to determine the effects of exchange rate volatility on bilateral trade flows of EU15 countries. The estimated impact is clearly negative, which indicates that exchange rate volatility has a negative influence on bilateral trade flows. Then, this traditional panel approach is contrasted with an alternative investigation based on fuzzy logic. The key elements of the fuzzy approach are to set fuzzy decision rules and to assign membership functions to the fuzzy sets intuitively based on experience. Both approaches yield very similar results and fuzzy approach is recommended to be used as a complement to statistical methods.
机译:本文的目的是通过使用面板数据分析和模糊逻辑这两种不同的方法来分析汇率波动对国际贸易流的影响,并对结果进行比较。对于横截面尺寸为91对EU15国家且时间范围为1964至2003年的面板,应用了扩展的引力贸易模型,以确定汇率波动对EU15国家的双边贸易流量的影响。估计的影响显然是负面的,这表明汇率波动对双边贸易流量有负面影响。然后,将这种传统的面板方法与基于模糊逻辑的替代研究进行对比。模糊方法的关键要素是设置模糊决策规则,并根据经验直观地将隶属函数分配给模糊集。两种方法都产生非常相似的结果,建议将模糊方法用作统计方法的补充。

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