Modeling the relationship between the Russian ruble exchange rate and oil prices: Markov regime switching approach

Author(s):  
Andrey Shumilov
Energies ◽  
2020 ◽  
Vol 13 (17) ◽  
pp. 4402
Author(s):  
Suyi Kim ◽  
So-Yeun Kim ◽  
Kyungmee Choi

We examined the effects of oil prices along with fundamental economic variables on exchange rate movements in the Korean and Japanese foreign exchange markets, using two-regime Markov Regime Switching Models (MRSMs) over the period from January 1991 to March 2019. We selected the best MRSMs explaining their exchange rate movements using the Maximum Log-Likelihood and Akaike Information Criteria, and analyze effects of oil prices on their exchange rates based on the selected best MRSMs. We consider two regimes, regime 1 with high-volatility and regime 2 with low-volatility. In Korea, two apparent regimes are observed, and unstable regime 1 consists of two distinct prolonged periods, the 1997 Asian Financial Crisis and the 2008 Global Financial Crisis. Meanwhile in Japan, no evident prolonged regimes are observed. Rather, the two regimes occasionally alternate. Oil prices influence exchange rate movements in regime 2 with low-volatility in Korea, while they do not influence exchange rate movements in either regimes in Japan. The Japanese foreign exchange market is more resistant to external oil price shocks because the Japanese industry and economy has less dependence on oil than Korea.


2020 ◽  
Vol 2 (3) ◽  
Author(s):  
Wilda Novita Sari ◽  
Ariusni Ariusni

Abstract: The purpose of this research is to be able to determine the effect of world oil prices on economic growth in Indonesia by applying the exchange rate moderating variable and the BI rate as a connecting variable. Descriptive and associative research is a type of research that is used with data collection techniques through a trusted official agency website that is classified in the quarterly time series secondary data. The data year in this study was from 2006 to 2018. Data analysis was carried out through descriptive and inductive analysis with a Moderated Regression Analysis (MRA) data analysis tool accompanied by a classic assumption test and a t test. Estimation results show that there are two research results; firstly, that the exchange rate has an effect on moderating the relationship between world oil prices and economic growth in Indonesia, secondly, that the BI rate has no influence connecting world oil prices and economic growth in Indonesia. Keywords: World oil prices, economic growth, exchange rates, BI rate, Moderated Regression Analysis (MRA).


2018 ◽  
Vol 45 ◽  
pp. 266-275 ◽  
Author(s):  
Nancy Areli Bermudez Delgado ◽  
Estefanía Bermudez Delgado ◽  
Eduardo Saucedo

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Faik Bilgili ◽  
Fatma Ünlü ◽  
Pelin Gençoğlu ◽  
Sevda Kuşkaya

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.


Author(s):  
Dauda Mohammed ◽  
J. Udoma Afangideh ◽  
Oloruntoba S. Ogundele

Price swings at international crude oil market significantly impact on macroeconomic fundamentals of oil dependent countries. Hence, understanding the relationship between oil price movement and the exchange rate has become imperative especially for oil exporting countries. This paper examines the causal effect between oil prices and Nigerian naira–US dollar exchange rate using frequency daily data for the period 12/07/2010-31/08/2017. Generalized autoregressive conditional heteroskedasticity (GARCH) and exponential GARCH (EGARCH) models were used to estimate our oil prices and nominal naira exchange rate equation. Our findings reveal a positive relation between oil price and naira exchange rate meaning that an upward movement in the price of oil causes the naira to depreciate. Conversely, any fall in oil price leads to appreciation in the value of the naira. The result has important policy implication given that 90% of the total annual foreign revenue of Nigeria comes from oil thus oil price shocks have severe impact on the Nigerian economy. This justifies the need for Nigeria’s economic diversification to minimize the vulnerability of the Nigerian economy to vagaries of the international crude oil market and to delink the exchange rate and reserve movement from developments in oil prices.


2022 ◽  
Vol 75 ◽  
pp. 102543
Author(s):  
Shabir Mohsin Hashmi ◽  
Bisharat Hussain Chang ◽  
Liangfang Huang ◽  
Emmanuel Uche

2020 ◽  
Vol 10 (5) ◽  
pp. 234-242
Author(s):  
Benlaria Houcine ◽  
Gheraia Zouheyr ◽  
Belbali Abdessalam ◽  
Hadji Youcef ◽  
Abdelli Hanane

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