Habimana, Olivier (2016): Oil price, exchange rate and consumer price co-movement: A continuous-wavelet analysis.
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Abstract
Using the cross-wavelet coherency, partial-wavelet coherency and wavelet phase-difference, this paper investigates the time-frequency co-movement among crude oil price, Rwandan Franc/USD exchange rate and consumer price index. The time-frequency analysis unveils the strong dependency between oil prices and exchange rate; the two series are in phase at a short cycle of three to four months. This co-movement intesnfied and expanded to intermediate scales of four to sixteen months beginning late 2007, the onset of global financial crisis. There is evidence that oil prices might have significantly contributed to the depreciation of the Rwandan Franc that depreciated by 446% in only 21 years. This effect varies in time and frequency. Our findings suggest that there is no singificant time-frequency relationship between, on one side oil prices and consumer prices, and exchange rate and consumer prices on the other side. This implies that oil prices are not inflationary, which provides greater freedom for pursuing an independent monetary policy, and makes it easier for the Central Bank to possibly implement inflation targeting in the future. However, fiscal and monetary authorities need to devise policies to attenuate the effect of oil shocks on macroeconomic stability, including the effect of continuous depreciation of the Rwandan Francs on the balance of trade, and on external debt servicing since debt is denominated in foreign currencies.
Item Type: | MPRA Paper |
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Original Title: | Oil price, exchange rate and consumer price co-movement: A continuous-wavelet analysis |
Language: | English |
Keywords: | Consumer prices, continuous wavelet, exchange rate, oil price, time-frequency analysis, wavelet coherency |
Subjects: | C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C63 - Computational Techniques ; Simulation Modeling F - International Economics > F1 - Trade F - International Economics > F3 - International Finance > F31 - Foreign Exchange |
Item ID: | 71886 |
Depositing User: | Olivier Habimana |
Date Deposited: | 10 Jun 2016 08:12 |
Last Modified: | 28 Sep 2019 10:55 |
References: | Aguiar-Conraria, L. and Soares, M. J. (2014). The continuous wavelet transform: moving beyond uni- and bivariate analysis. Journal of Economic Surveys, 28(2), 344–375. Aguiar-Conraria, L. and Soares, M.J. (2011). The continuous wavelet transform: A Primer. NIPE Working Paper Series 16/2011. Aguiar-Conraria, L., Azevedo, N., and Soares, M.J. (2008). Using wavelets to decompose the time–frequency effects of monetary policy. Physica A: Statistical Mechanics and its Applications, 387, 2863–2878. Amano, R. A. and van Norden, S. (1998). Oil prices and the rise and fall of the US real exchange rate. Journal of International Money and Finance, 17, 299–316. Amjadi, A. and Yeats A. J. (1995). Have Transport Costs Contributed to the Relative Decline of Sub-Saharan African Exports, World Bank Policy Research Working Paper 1559. Andrieș, A.M., Ihnatov, I. and Tiwari, A.K. (2014). Analyzing time–frequency relationship between interest rate, stock price and exchange rate through continuous wavelet, Economic Modelling, 41, 227-238. Antzoulatos, A. and Yang, J. (1996). Exchange rate pass-through in U.S. manufacturing industries: a demand side story. International Trade Journal, 10, 325–352. Beckmann, J., Berger, T. and Czudaj, R. (2015). Oil price and FXrates dependency, Quantitative Finance (forthcoming). Broda, C. (2004). Terms of trade and exchange rate regimes in developing countries. Journal of International Economics 63 (1), 31-58. Calvo, G. A. and Reinhart, C. M. (2002). Fear of floating. Quarterly Journal of Economics, 117 (2), 379–408. Camarero, M. and Tamarit, C. (2002). Oil prices and Spanish competitiveness: a cointegrated panel analysis. Journal of Policy Modeling 24 (6), 591–605. Chaudhuri, K. and Daniel, B.C. (1998). Long-run equilibrium real exchange rates and oil prices. Economics Letters 58 (2), 231–238. Chen, S.S. and Chen, H.C. (2007). Oil price and real exchange rates. Energy Economics, 29, 390–404. Chen, Y.C., Rogoff, K., and Rossi, B. (2010). Can Exchange Rates Forecast Commodity Prices? Quarterly Journal of Economics, 125 (3), 1145–1194. Choudhri, E. U. and Hakura, D.S. (2006). Exchange rate pass-through to domestic prices: Does the inflationary environment matter? Journal of International Money and Finance, 25(4), 614-639. Clarida, R. and Gali, J. (1994). Sources of real exchange-rate fluctuations: how important are nominal shocks? Carnegie–Rochester Conference Series on Public Policy 41 (0), 1–56. Czudaj, R., and Beckmann, J. (2013). Oil Prices and Effective Dollar Exchange Rate. International Review of Economics and Finance, 27 (1), 621–636. Devereux, M. B. and Yetman, J. (2010). Price adjustment and exchange rate pass-through, Journal of International Money and Finance, 29(1), 181-200. Goldberg, P.K. and Knetter, M.M. (1997). Goods prices and exchange rates: what have we learned? Journal of Economic Literature, 35, 1243–1272. Golub, S. (1983). Oil prices and exchange rates. Economics Journal, 93, 576–593. Huang, Y. and Guo, F. (2007). The Role of Oil Price Shocks on China’s Real Exchange Rate. China Economic Review, 18 (4), 403–416. Hudgins, L., Friehe, C. and Mayer, M. (1993).Wavelet transforms and atmospheric turbulence. Physical Review Letters, 71 (20), 3279–3282. Irwin, D.A. and Terviö, M. (2002). Does Trade Raise Income? Evidence from the Twentieth Century, Journal of International Economics, 58, 1-18. Ito, T. and Sato, K. (2008). Exchange Rate Changes and Inflation in Post-crisis Asian Economies: Vector Autoregression Analysis of the Exchange Rate Pass-through. Journal of Money, Credit, and Banking 40, 1407–1438. Kisswani, K.M. (2016). Does oil price variability affect ASEAN exchange rates? Evidence from panel cointegration test, Applied Economics, 48 (20), 1831-1839. Krugman, P. (1983). Oil shocks and exchange rate dynamics. In: Frankel, J.A. (Ed.), Exchange Rates and International Macroeconomics. University of Chicago Press, Chicago. Lastrapes, W.D. (1992). Sources of fluctuations in real and nominal exchange rates. Review of Economics and Statistics 74 (3), 530–539. Limao, N. and Venables, A.J. (2001). Infrastructure, Geographical Disadvantage and Transport Costs, World Bank Economic Review, Volume 15(3), 451-479. Liu, Y., San Liang, X. and Weisberg, R.H. (2007). Rectification of the Bias in the Wavelet Power Spectrum. Journal of Atmospheric and Oceanic Technology, 24, 2093-2102. Lizardo, R.A. and Mollick, A.V. (2010). Oil price fluctuations and U.S. dollar exchange rates. Energy Economics, 32, 399–408. Nelson, C.R. and Plosser, C. (1982). Trends and Random Walks in Macroeconomic Time Series. Journal of Monetary Economics, 10, 139-162. Nidhaleddine, B.C and Waël, L. (2016). Revisiting the role of inflation environment in exchange rate pass-through: A panel threshold approach, Economic Modelling, 52, 233-238. Pershin, V., Molero, J.C. and De Gracia, F.P. (2016). Exploring the oil prices and exchange rates nexus in some African economies. Journal of Policy Modeling, 38(1), 166-180. Pindyck, R.S., Rotemberg, J. (1990). The excess co-movement of commodity prices. The Economic Journal, 100, 1173–1189. Priestley, M. (1992). Spectral Analysis and Time Series (7th edn). San Diego, CA: Academic Press. Reboredo, J. and Rivera-Castro, M. (2013). A wavelet decomposition approach to crude oil price and exchange rate dependence. Economic Modelling, 32, 42–57. Reboredo, J.C. (2012). Modelling oil price and exchange rate co-movements. Journal of Policy Modelling, 34, 419–440. Rogoff, K. (1996). The purchasing power parity puzzle. Journal of Economic Literature, 34, 647–668. Rua, A., (2010). Measuring co-movement in the time-frequency space, Journal of Macroeconomics, 32(2), 685-691. Sadorsky, P. (2000). The empirical relationship between energy futures prices and exchange rates. Energy Economics, 22, 253–266. Taylor, J. (2000). Low inflation, pass-through, and the pricing power of firms. European Economic Review 44 (7), 1389-1408. Tiwari, A.K., Bhanja, N., Dar, A.B. and Islam, F. (2015). Time–frequency relationship between share prices and exchange rates in India: Evidence from continuous wavelets, Empirical Economics, 48(2), 699-714. Torrence, C. and Comp, G.P. (1998). A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79, 61–78. Veleda, D., Montagne, R. and Araujo, M. (2012). Cross-Wavelet Bias Corrected by Normalizing Scales. Journal of Atmospheric and Oceanic Technology, 29:1401-1408. Yousefi, A. and Wirjanto, T. S. (2004). The empirical role of the exchange rate on the crude-oil price formation. Energy Economics, 26, 783–799. Zhang, Y.F., Fan, Y., Tsai, H.T. and Wei, Y.M. (2008). Spillover effect of US dollar exchange rate on oil prices. Journal of Policy Modelling, 30, 973–991. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/71886 |