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分析汇款、外国直接投资和通货膨胀率对国内生产总值的影响:使用向量自回归(VAR)和BEKK广义自回归条件异方差(BEKK-GARCH)方法对孟加拉国、巴基斯坦和斯里兰卡的比较研究。

Analyzing the impact of remittance, FDI and inflation rate on GDP: A comparative study of Bangladesh, Pakistan and Sri-Lanka using VAR and BEKK-GARCH approach.

作者信息

Jui Fariea Nazim, Hossain Md Jamal, Das Anwesha, Sultana Nazia, Islam Md Kamrul

机构信息

Department of Applied Mathematics, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh.

出版信息

Heliyon. 2024 May 17;10(11):e31381. doi: 10.1016/j.heliyon.2024.e31381. eCollection 2024 Jun 15.

Abstract

This study examines the impact, conditional correlation and volatility spillover effect of remittances, foreign direct investment and inflation rate on GDP in Bangladesh, Pakistan, and Sri-Lanka, three Asian nations that are particularly vulnerable. While numerous studies have examined the relationship between remittances, FDI and IR on GDP but this paper approaches advanced econometric techniques to capture spillover effect and the dynamic interactions between the variables. For estimation purposes the study employs different econometric techniques such as Augmented Dickey-Fuller (ADF) test, VAR model, Granger causality tests, Impulse Response function, Variance Decomposition and BEKK-GARCH model. Bangladesh and Sri Lanka's REM, FDI and IR have no significant effects on GDP according to the VAR model. BEKK-GARCH demonstrates that three countries have both unidirectional and bidirectional transmissions of volatility, with the exception of Pakistan's REM and Bangladesh's FDI. We find that VAR model may not be adequate in capturing the complex dynamics between variables, which can be better captured by BEKK-GARCH model. Our comparison research shows how these variables affect GDP differently and similarly in each of the three nations, giving policymakers information they can use to create customized policies that encourage economic growth.

摘要

本研究考察了汇款、外国直接投资和通货膨胀率对孟加拉国、巴基斯坦和斯里兰卡这三个特别脆弱的亚洲国家国内生产总值的影响、条件相关性和波动溢出效应。虽然众多研究已考察了汇款、外国直接投资和通货膨胀率与国内生产总值之间的关系,但本文采用先进的计量经济学技术来捕捉溢出效应以及变量之间的动态相互作用。为进行估计,该研究采用了不同的计量经济学技术,如增强迪基 - 富勒(ADF)检验、向量自回归(VAR)模型、格兰杰因果检验、脉冲响应函数、方差分解和BEKK - 广义自回归条件异方差(GARCH)模型。根据VAR模型,孟加拉国和斯里兰卡的汇款、外国直接投资和通货膨胀率对国内生产总值没有显著影响。BEKK - GARCH表明,除了巴基斯坦的汇款和孟加拉国的外国直接投资外,三个国家都存在波动的单向和双向传导。我们发现VAR模型可能不足以捕捉变量之间的复杂动态,而BEKK - GARCH模型能更好地捕捉这些动态。我们的比较研究表明了这些变量在三个国家中对国内生产总值的影响如何不同以及如何相似,为政策制定者提供了可用于制定鼓励经济增长的定制政策的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b38/11140608/f322ba630392/gr1.jpg

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