Modeling the Impact of Crude Oil Price Shocks on Some Macroeconomic Variables in Nigeria Using Garch and VAR Models
American Journal of Theoretical and Applied Statistics
Volume 4, Issue 5, September 2015, Pages: 359-367
Received: Jul. 16, 2015; Accepted: Jul. 24, 2015; Published: Aug. 19, 2015
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Audu Isah, Department of Mathematics, Federal University of Technology, Minna, Nigeria
Husseini Garba Dikko, Department of Mathematics, Ahmadu Bello University, Zaria, Nigeria
Ejiemenu Sarah Chinyere, Department of Mathematics, Ahmadu Bello University, Zaria, Nigeria
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This study investigated the impact of crude oil shocks (COP) on exchange rate (EXCHR), external reserves (EXRS), gross domestic product (GDP), inflation rate (INFL), international trade (INTR) and money supply (MSUP) in Nigeria with a quarterly data from 2000 to 2014 using GARCH and VAR models. From the analysis, all the variables were stationary at first difference with p-value less than 0.05. The presence of heteroscedasticity was found in exchange rate with most of its coefficient models being significant at 5% level and the forecasting model for exchange rate is GARCH (2, 1). Crude oil shocks did not pose significant inflationary threat to the Nigerian economy in the short run; rather, it improves the level of gross domestic product. However, external reserves and international trade were significantly affected due to the recent fall in crude oil export. Oil shocks also positively affected money supply showing that monetary policy response to oil price changes; at the same time, money supply did affect GDP. These show that a diversified economy is really needed
Crude Oil, Macroeconomic Variables, GARCH, VAR and IRF
To cite this article
Audu Isah, Husseini Garba Dikko, Ejiemenu Sarah Chinyere, Modeling the Impact of Crude Oil Price Shocks on Some Macroeconomic Variables in Nigeria Using Garch and VAR Models, American Journal of Theoretical and Applied Statistics. Vol. 4, No. 5, 2015, pp. 359-367. doi: 10.11648/j.ajtas.20150405.16
Agbede Moses O. (2013) "The Growth Implications of Oil Price Shocks in Nigeria." Journal of Emergency Trends in Economics and Management: Pg. 343-349.
Akpan E. O. (2009) “Oil Price Shocks and Nigeria’s Macroeconomy”. A Paper Presented at the Annual Conference of CSAE Conference, Economic Development in Africa, Oxford.
Barsky R. B. and Kilian L. (2002) “Oil and the Macroeconomy Since the 1970s”. NBER Working Paper 10855. Retrieved from
Bernard Okumagba (2014) “Falling Crude Oil Prices and Nigeria’s Response”. The Guardian Newspaper December 29, 2014.
Bollerslev, T. (1986) “Generalized autoregressive conditional heteroscedasticity”. Journal of Econometrics, 31 (3), 307-327.
Central Bank of Nigeria (2014), [retrieved November 16th, 2014].
El-Anshasy A, Michael D. Bradley, and Fred Joutzl (2005) “Evidence on the Role of Oil Prices in Venezuela’s Economic Performance: 1950-2001”. Working Paper, University of Washington
Eltony Nagy M. (1999) “Oil Price fluctuations and their Impact on the Macroeconomic Variables of Kuwait: A Case Study Using VAR Model for Kuwait” No. 6, 14.
Engle R. F. (1982) “Autoregressive Conditional Heteroskedadticity with Estimates of the Variance of UK Inflation”. Econometrica, Vol. 50, No. 4, PP. 987-1008.
Gordon Robert J. (1998) “Supply Shocks and Monetary Policy Revisited”. American Economic Review. May, 74(2): 38-43.
Leykun Getaneh (2012) “Forecasting of Petroleum Oil Import Prices by Garch Models: The Case of Ethiopia”. Pg 1-10
Majidi M. (2006) “Impact of Oil on International Economy, International Economics Course, Centre for Science and Innovation Studies.
Mehrara M. and Mohaghegh M. (2011) “Macroeconomic Dynamics in Oil-Exporting Countries: VAR Study”. International Journal of Business and Social Science, 2(21).
Mulyadi Muhammed I.A. (2012) “Oil Price, GDP, Inflation and Exchange Rate: Evidence from Indonesia as a Net Oil Exporter Country and a Net Oil Importer Country”. International Institute of Social Studies. Pg 9-23.
Obinna C. (2014) “Oil Price Fluctuations and the Nigerian Economy”. 05 Nov 2014 OPEC Review 199-217
Ogundipe A.A and Ogundipe O.M. (2013) “Oil Price and Exchange Rate Volatility in Nigeria”. MPRA Working Paper
Olomola and Adejumo (2006) “Oil Price Shock and Macroeconomic Activities in Nigeria”. International Research Journal of Finance and Economics. Issue 3 (2006).
Oyetunji Busayo (2013) “Oil Price and Exchage Rate Volatility in Nigeria”. Pg 5-32
Peter J. B. and Richard A. D. (2002) “Introduction to Time Series and Forecasting.” Springer Journal. 2nd ed. Pg 164 &167
Samuel Imarhiagbe (2014) “Examining the Impact of Crude Oil Price on External Reserves: Evidence from Nigeria”. International Journal of Economics and Finance; Vol. 7, No. 5.
Sims Christopher A. (1986) "Are Forecasting Models Usable for Policy Analysis?" Reserve Bank of Minneapolis Quartely Review, Winter.: 2-16.
Sims, C. (1980) ”Macroeconomics and reality”. Econometrica, Vol. 48, 1–48.
Tatyana Gileva (2010) “Econometrics of Crude Oil Markets”. Pg 3-5
Vee D; Gonpot P and Sookia N. (2011) “Forecasting Volatility of USD/MUR Exchange Rate using GARCH (1,1) model with GED and Student’s-t errors” University Of Mauritius Research Journal – Volume 17– 2011
Wakeford J. (2006) “Impact of Oil Price Shocks on the South African Macroeconomy: History and Prospects in Accelerated and Shared Growth in South Africa: Determinants, Constraints and Opportunities.
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