Statistical Analysis and Forecasting of Trade Relations between Italy and Georgia

S. Gelashvili
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Abstract

The article discusses Georgian-Italian trade relations and empirically realizes the models of Georgian export to Italy and import from Italy to Georgia. Empirical models are based on the commonly used economic theory of the export-import determinants (real exchange rate, nominal exchange rate, total price index, national income). According to the empirical model of import the current value of import (from Italy to Georgia) is positively related to the real exchange rate and the volume of Georgian GDP. Furthermore, the implementation of the empirical model reveals the impact of factors (COVID 19, the impact of the British referendum on the Eurozone, the Italian referendum, etc.) affecting to the economies of countries and trade relations, correspondingly. Empirical model of export presented in the paper is not statistically valid, however, modifying functional specification from additive to multiplicative does not improve statistical characteristics of model. The article forecasts the trade relations between the two countries using the exponential smoothing method. Forecast models indicate an increasing trend in exports and imports between countries.
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意大利与格鲁吉亚贸易关系的统计分析与预测
本文探讨了格鲁吉亚与意大利的贸易关系,并从经验上实现了格鲁吉亚对意大利出口和意大利对格鲁吉亚进口的模式。实证模型基于进出口决定因素(实际汇率、名义汇率、总价格指数、国民收入)的常用经济理论。根据进口的实证模型,进口(从意大利到格鲁吉亚)的当前价值与实际汇率和格鲁吉亚国内生产总值呈正相关。此外,实证模型的实施也相应地揭示了影响各国经济和贸易关系的因素(COVID - 19、英国脱欧公投、意大利公投等)的影响。本文提出的出口实证模型在统计上是不有效的,但将功能规格从相加性修改为乘法性并不能改善模型的统计特性。本文采用指数平滑法对两国贸易关系进行预测。预测模型表明,国与国之间的进出口呈增长趋势。
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