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Empirical Analysis of Exchange Rate Determinants in Rwanda (2000─2015)

机译:卢旺达汇率决定因素的实证分析(2000-2015)

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This study examined the determinants of exchange rate behavior in Rwanda for the period of 2000Q1-2015Q4. The econometrics approach was focused on the extent at which exchange rate correlated with the macroeconomic factors and some elements of non parity determinants of exchange rate. Special emphasis is placed upon the short and long run impact of the regressors. The relationship was investigated by means of the regression analysis. The ordinary least square (OLS) was used to analyze data and confirmed the positive effect of broad money, discount rate, external government debts and real gross domestic products on exchange rate except trade balance, with an adjusted R squared of 94.6% and F statistics of 224.4694 with a very low probability of 0.0000. The study employed the Co-integration Technique and Error Correction Modeling proposed by Engle and Granger (1987), which provides mechanisms to deal with the problems of Unit Root faced in the time series data. Evidences support the view that, there was one co-integrating equation which normalized the coefficient of log exchange rate. By applying ECM technique the speed of adjustment of the model was 1.3% with an error correction model coefficient of -0.013028 which means that 1.3% of errors realized in previous quarter are corrected in the current one, and each quarter 1.3% of disequilibrium errors was corrected due to any change from the equilibrium. While analyzing the determinants of exchange rate in Rwanda, most of the test confirmed that explanatory variables are statistically significant in short run at 5% level of significance, and many variables driving long run include broad money and trade balance with a coefficients of 0.969885 and 0.119752 respectively. The highest probabilities indicated by granger causality test confirmed undirection causality between variables. The impulse response function indicated the highest short run effects of discount rate where variance decomposition of log exchange rate supports the evidence of long run relationship between exchange rate and three explanatory variables (money supply, external government debts and trade balance).
机译:本研究审查了卢旺达汇率行为的决定因素2000Q1-2015Q4。经济学方法集中在汇率与宏观经济因素的汇率和汇率决定因素的一些要素相关的程度上。特别强调回归的短暂和长期影响。通过回归分析研究了这种关系。普通的最小二乘(OLS)用于分析数据并确认广泛货币,贴现率,外部政府债务和实际国内生产总值的积极效果,以外贸易平衡,调整后的R平方94.6%和F统计数据224.4694的概率很低为0.0000。该研究采用Engle和Granger(1987)提出的共同集成技术和纠错建模,这提供了处理时间序列数据中面临的单位根问题的机制。证据支持认为,有一个共同集成的等式,标准化了日志汇率系数。通过应用ECM技术,模型的调整速度为1.3%,误差校正模型系数为-0.013028,这意味着在前一季度中实现的1.3%的误差在当前纠正,每季度的不平衡误差的每季度为1.3%由于均衡的任何变化导致纠正。在分析卢旺达汇率的决定因素的同时,大部分测试证实,解释性变量短缺在短期下的显着性显着,驾驶长期的许多变量包括0.969885和0.119752的系数的广泛资金和贸易平衡。分别。格兰杰因果关系测试所示的最高概率确认了变量之间的非反向因果关系。脉冲响应函数表明,贴现率的最高运行效果,日志汇率的方差分解支持汇率与三个解释性变量(货币供应,外部政府债务和贸易平衡)之间的长期关系的证据。

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