Modeling the exchange rate pass-through in Turkey with uncertainty and geopolitical risk: a Markov regime-switching approach

IF 2.5 3区 经济学 Q2 ECONOMICS Applied Economic Analysis Pub Date : 2021-07-03 DOI:10.1108/aea-08-2020-0105
F. Bilgili, F. Ünlü, Pelin Gençoğlu, Sevda Kuşkaya
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引用次数: 4

Abstract

Purpose This paper aims to investigate the pass-through (PT) effect in Turkey by using quarterly data for the period 1998: Q1-2019: Q2 to understand the dynamic potential effects of exchange rates on domestic prices. Design/methodology/approach The paper launches several nonlinear models in which the basic determinants of domestic prices in Turkey are determined through Markov regime-switching models (MSMs). Hence, this research follows the variables of the consumer price index (CPI), USD exchange rate, gross domestic product (GDP; demand side of the economy), industrial production index (production side of the economy), economic uncertainty and geopolitical risk index for Turkey. Findings This work explores that the exchange rate and demand side of the economy (GDP) follow a positive nonlinear relationship with CPI at both regimes. The production side of the economy (IP) affects negatively the CPI during regime 0. Economic uncertainty influences the CPI positively at Regime 1, while geopolitical risk has a negative association with CPI at Regime 0. Eventually, the paper provides some policy proposals associated with the impacts of GDP, IP, economic uncertainty and geopolitical risk on CPI in Turkey. Originality/value One may claim that any PT model, which does not observe the possible structural or regime shifts in estimated parameters, might fail to estimate the coefficients unbiasedly and efficiently. Hence, this work differs from available relevant works in the literature since this paper considers linearity or nonlinearity important and reveals that the relevant PT model follows a nonlinear path rather than a linear path, this nonlinear path is converged strongly by MSMs and estimates the significant regime shifts in the constant term and, in parameters of independent variables of PT by MSMs.
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具有不确定性和地缘政治风险的土耳其汇率传递模型:一种马尔可夫制度转换方法
目的本文旨在利用1998年第一季度至2019年第二季度的季度数据,研究土耳其的传递效应,以了解汇率对国内价格的动态潜在影响。设计/方法论/方法本文推出了几个非线性模型,其中土耳其国内价格的基本决定因素是通过马尔可夫制度转换模型(MSM)确定的。因此,本研究遵循了消费者价格指数(CPI)、美元汇率、国内生产总值(GDP;经济的需求侧)、工业生产指数(经济的生产侧)等变量,土耳其的经济不确定性和地缘政治风险指数。这项工作探讨了在两种制度下,汇率和经济需求侧(GDP)与CPI呈正非线性关系。经济的生产端(IP)在制度0期间对CPI产生负面影响。经济不确定性对制度1的CPI有正向影响,而地缘政治风险与制度0的CPI有负相关。最后,本文提供了一些与GDP、IP、经济不确定性和地缘政治风险对土耳其CPI的影响相关的政策建议。原始性/价值人们可以声称,任何PT模型,如果没有观察到估计参数中可能发生的结构或制度变化,都可能无法无偏有效地估计系数。因此,这项工作与文献中现有的相关工作不同,因为本文认为线性或非线性很重要,并揭示了相关PT模型遵循非线性路径而不是线性路径,该非线性路径被MSM强收敛,并估计常数项中的显著状态移动,在MSM的PT自变量的参数中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Economic Analysis
Applied Economic Analysis Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
3.50
自引率
4.30%
发文量
5
审稿时长
8 weeks
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