Sukati, Mphumuzi (2013): Cointegration Analysis of Oil Prices and Consumer Price Index in South Africa using STATA Software.
Preview |
PDF
MPRA_paper_49797.pdf Download (792kB) | Preview |
Abstract
This paper investigates the concept of vector autoregression (VAR) and cointegration using a bivariate model of global oil prices and headline Consumer Price Index (CPI) in South Africa. The study aims to determine how much of inflation is driven by oil prices. Particular attention is paid to the theoretical underpinnings of cointergration analysis and the application of STATA software to undertake such analysis and perform test statistics. Contrary to the popular myth that a rise in global oil prices fuels inflation, this study has observed that global oil prices are not the drivers of inflation in South Africa. In this way, other macroeconomic indicators and policy developments need to be integrated in analyzing the determinants of South African inflation.
Item Type: | MPRA Paper |
---|---|
Original Title: | Cointegration Analysis of Oil Prices and Consumer Price Index in South Africa using STATA Software |
English Title: | Cointegration Analysis of Oil Prices and Consumer Price Index in South Africa using STATA Software |
Language: | English |
Keywords: | Consumer Price Index, Oil Prices, Vector Autoregression, Cointegration, STATA Software, South Africa |
Subjects: | E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E51 - Money Supply ; Credit ; Money Multipliers E - Macroeconomics and Monetary Economics > E6 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook E - Macroeconomics and Monetary Economics > E6 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook > E64 - Incomes Policy ; Price Policy E - Macroeconomics and Monetary Economics > E6 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook > E65 - Studies of Particular Policy Episodes |
Item ID: | 49797 |
Depositing User: | Mphumuzi Sukati |
Date Deposited: | 14 Sep 2013 05:41 |
Last Modified: | 26 Sep 2019 22:14 |
References: | 1. Anderson, T.W. (1984). 'An introduction to multivariate statistical analysis'. (John Wiley & Sons, New York). 2. Ansar, I. and Asaghar, M. N. (2013). 'The impact of oil prices on stock exchange and CPI in Pakistan'. IOSR Journal of Business and Management (IOSR-JBM). E-ISSN: 2278-487X. Volume 7, Issue 6 (Jan. - Feb. 2013), PP 32-36. 3. Blomberg, S. B. and Harris, E. S. (1995). 'The commodity consumer price connection: Fact or Fable'. FRBNY Economic Policy Review / October 1995. 4. Brown, F. and Cronin, D. (2007). 'Commodity Prices, Money and Inflation'. Working paper series No 738/March 2007. European Central Bank. 5. Çelik, T. and Akgül, B. (2011). 'Changes in Fuel Prices in Turkey: An Estimation of the inflation effect using VAR Analysis'. Journal of Economic and Business, 14(2), 11-21. 6. Cologni, A. and Manera, M. (2005). 'Oil Prices, Inflation and Interest Rates in a Structural Cointegrated VAR Model for the G-7 Countries'. NOTA DI LAVORO 101.2005. IEM – International Energy Markets. 7. Cunado, J. and Gracia, F. P. (2005). 'Oil prices, economic activity and inflation: evidence for some Asian countries'. The Quarterly Review of Economics and Finance, 45, 65–83. 8. Dhliwayo, 2013: Consumer Inflation Report – April 2013. 9. Dickey, D. A. and Fuller, W. A. (1979). 'Distribution of the estimators for autoregressive time series with a unit root'. Journal of the American Statistical Association 74: 427-431. 10. Fuller, W.A. (1976). 'Introduction to statistical time series'. John Wiley, New York. 11. Granger, C. J. W. and Swanson, N. R. (1996). 'An Introduction to Stochastic Unit Root Processes'. 12. Hamilton, J. D. (1984). 'Time Series Analysis'. Princeton: Princeton University Press. 13. Hendry, D. F. and Juselius, K. (2000). 'Explaining cointegration analysis: Part I'. Energy Journal, 21, 1-42. 14. World Bank Report: Available at http://data.worldbank.org/indicator/SI.POV.GINI. 15. Energy Information Administration. Available at http://tonto.eia.gov/dnav/pet/hist/LeafHandler.ashx?n=PET&s=RBRTE&f=M. 16. Johansen, S. (1991). 'Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models'. Econometrica 59: 1551-80. 17. Johansen, S. (1988). 'Statistical analysis of cointegrated vectors'. Journal of Economic Dynamics and Controls 12: 231-254. 18. Johansen, S. (1995). 'Likelihood-based Inference in Cointegration Vector Autoregressive Models'. Oxford: Oxford University Press. 19. Johansen, S. and Juselius, K. (1992). 'Testing structural hypothesis in a multivariate cointegration analysis of the PPP and the UIP for UK'. Journal of Econometrics 53 (1-3): 211-244. 20. Jordan, B. (2011). 'Oil Price: Myth and Reality. Framing the Economy'. Nationwide Investment: First Quarter 2011. V4 Issue 2. 21. Kuo-Wei, C. and Yi-heng, T. (2011). 'Pass-Through of Oil Prices to CPI Inflation in Taiwan'. International Research Journal of Finance and Economics. ISSN 1450-2887 Issue 69 (2011). 22. Le Blanc, M. and Chinn, M. (2004). 'Do high oil price presage inflation? The evidence from G-5 countries'. Santa Cruz Center for International Economics Working Paper, WP1021. 23. Lescaroux, F. and Mignon, V. (2008). 'On the Influence of Oil Prices on Economic Activity and Other Macroeconomic and Financial Variables'. CEPII, Working Paper N° 2008 - 05. 24. MacKinnon, J. G. (1994). 'Approximate asymptotic distribution functions for unit-root and cointegration test'. Journal of Business and Economic Statistics 12: 167-176. 25. Niyimbanira, F. (2013). 'An overview of methods for testing short and long run equilibrium with time series data: Cointegration and error correction mechanisms'. Mediterranean Journal of Social Sciences, 4(4), 151-156. 26. Paulsen, J. (1984). 'Order determination of multivariate autoregressive time series with unit root'. Journal of time series analysis 5: 115-127. 27. Statistics South Africa: available at http://www.statssa.gov.za. 28. Thrung, Le Viet and Vinh, N. T.T. (2011). 'The impact of oil prices, real effective exchange rate and inflation on economic activity: novel evidence from Vietnam'. Discussion paper series: DP2011-09, RIEB. Kobe University. 29. Tresor Economics (2012). TRÉSOR-ECONOMICS No. 106 – October 2012: available at http://www.tresor.economie.gouv.fr/tresor-economics. 30. Tsay, R. S. (1984). 'Order selection in nonstationary autoregressive models'. Annals of Statistics 12: 1425-1433. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/49797 |