Determinant of Export Diversification Strategy of Bangladesh: Vector Error Correction Model (VECM) Approach

M. Wadud
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Abstract

The current study has been conducted in the year 2017 to explore the determinants of export diversification strategies of Bangladesh during 1976-2016 using Vector Error Correction Method (VECM). Annual time series data ranging from 1976 to 2016 on total exports, Foreign direct investment (FDI), national savings, industry value added in percentage of GDP, growth of GDP and official development assistance (US currency) has been taken from data storage of world bank. Augmented Dickey Fuller (ADF) test has been employed to check the stationary properties of the raw data. Moreover, the Johenson Cointegration test has been employed to discover the long-term relationship among the data series the result showed that taken data have long ran relationship. At next step, VECM model was used to investigate the dynamic association between the variables and the result showed that there is long run causality running from the FDI, GDP Growth, savings, official development and industry value to Export and there is long run causality running from the export, FDI, GDP growth, saving and official development to industry value. Granger causality test has been run to check the short run relationship among the variable. The Lagrange Multiplier (LM) test ensures that our model is out of serial correlation problem. At last Jarque-Bera test also ensure that all model except FDI and GDP growth, the residual are normally distributed.
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孟加拉国出口多元化战略的决定因素:矢量误差修正模型(VECM)方法
目前的研究是在2017年进行的,目的是利用矢量误差校正方法(VECM)探讨1976-2016年期间孟加拉国出口多样化战略的决定因素。从1976年到2016年,出口总额、外国直接投资(FDI)、国民储蓄、工业增加值占GDP的百分比、GDP增长和官方发展援助(美元)的年度时间序列数据取自世界银行的数据存储。采用增广的Dickey Fuller (ADF)检验来检验原始数据的平稳性。此外,采用johnson协整检验来发现数据序列之间的长期关系,结果表明所取数据具有长期关系。其次,利用VECM模型对变量之间的动态关联进行了研究,结果表明,从FDI、GDP增长、储蓄、官方发展和产业价值到出口存在长期因果关系,从出口、FDI、GDP增长、储蓄和官方发展到产业价值存在长期因果关系。运用格兰杰因果检验检验各变量间的短期关系。拉格朗日乘数(LM)检验确保我们的模型不存在序列相关问题。最后Jarque-Bera检验也保证了除FDI和GDP增长外,所有模型的残差都是正态分布的。
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