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首页> 外文期刊>Journal of Applied Mathematics and Bioinformatics >Predictive Dynamic Linear Models for External Reserves-Economic Growth Nexus A Case Study
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Predictive Dynamic Linear Models for External Reserves-Economic Growth Nexus A Case Study

机译:外部储备-经济增长联系的预测动态线性模型案例研究

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摘要

Over the years, there has been a debate whether thereis a need to beef up the level of foreign reserves or trim them down, and thisdebate is becoming more interesting especially in developing countries. It is usualfor countries in the world to hold external reserves in order to have afavourable level of exchange rate especially with a view of stabilizing andestablishing a robust economy. Most previous studies had concentrated onmodeling External Reserves-Economic Growth nexus with classical time series andeconometric models with static parameters. In this paper, we propose a Bayesiantime-varying parameter dynamic linear model for econometric modeling ofexternal reserves-economic growth nexus using the Nigerian economy as a casestudy. We assess the predictive performance of external reserves on economicgrowth in comparison with some selected macroeconomic variables. Our empirical findingsreveal that external reserve has the least Mean Squared Prediction Error (MSPE)among the several one-regressor models considered over the years, while themodel involving the combination of external reserves and capital expenditurehas the least MSPE among the two regressor models considered in our econometricanalysis. The economic implications of these results were discussed and used tomake policy recommendations.
机译:多年来,一直在争论是否需要提高外汇储备水平或减少外汇储备,这种辩论变得越来越有趣,尤其是在发展中国家。世界各国通常为了保持有利的汇率水平而持有外汇储备,尤其是为了稳定和建立强劲的经济。以前的大多数研究都集中在使用经典时间序列和具有静态参数的计量经济模型来建模外部储备-经济增长之间的联系。本文以尼日利亚经济为案例,提出了一种贝叶斯时变参数动态线性模型,用于外部储备-经济增长联系的计量经济学建模。与某些选定的宏观经济变量相比,我们评估了外部储备对经济增长的预测绩效。我们的经验发现表明,多年来考虑的几种单回归模型中,外部储备的均方根预测误差(MSPE)最小,而在我们考虑的两种回归模型中,涉及外部储备和资本支出相结合的模型的MSPE最小。计量经济学分析。对这些结果的经济意义进行了讨论,并用于提出政策建议。

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