Analyzing time–frequency relationship between oil price and exchange rate in Pakistan through wavelets

This study analyzed the time–frequency relationship between oil price and exchange rate for Pakistan by using measures of continuous wavelet such as wavelet power, cross-wavelet power, and cross-wavelet coherency (WTC). The results of cross-wavelet analysis indicated that covariance between oil price and exchange rate is unable to give clear-cut results, but both variables have been in phase and out phase (i.e. they are anti-cyclical and cyclical in nature) in some or other durations. However, results of squared wavelet coherence disclose that both variables are out of phase and real exchange rate was leading during the entire period studied, corresponding to the 10–15 months’ scale. These results are the unique contribution of the present study, which would have not been drawn if one would have utilized any other time series or frequency domain-based approach. This finding provides evidence of anti-cyclical relationship between oil price and real effective exchange rate; however, in most of the period studied, real exchange rate was leading and passing anti-cycle effects on oil price shocks which is the major contribution of the study.

[1]  Georgios Sermpinis,et al.  Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage , 2012, Decis. Support Syst..

[2]  O. Duke,et al.  Oil Prices and Exchange Rate Volatility in Nigeria: An Empirical Investigation , 2010 .

[3]  Stephen S. Golub Oil Prices and Exchange Rates , 1983 .

[4]  Vitoantonio Bevilacqua,et al.  An Artificial Neural Network Model to Forecast Exchange Rates , 2011, J. Intell. Learn. Syst. Appl..

[5]  Helmut Lütkepohl,et al.  Structural vector autoregressive analysis for cointegrated variables , 2006 .

[6]  Valérie Mignon,et al.  China and the relationship between the oil price and the dollar , 2007 .

[7]  P. Webster,et al.  Interdecadal changes in the ENSO-monsoon system , 1999 .

[8]  James D. Hamilton Oil price shocks , 2011 .

[9]  Faridul Islam,et al.  Real Exchange Rate Changes and the Trade Balance: The Evidence from Pakistan , 2012 .

[10]  V. Mignon,et al.  Oil Price and the Dollar , 2008 .

[11]  D. Andrews,et al.  Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis , 1992 .

[12]  Yi-Ming Wei,et al.  Spillover effect of US dollar exchange rate on oil prices , 2008 .

[13]  Maria Joana Soares,et al.  Using wavelets to decompose the time–frequency effects of monetary policy , 2008 .

[14]  J. C. Cuestas,et al.  Investigating the oil price exchange rate nexus: evidence from Africa , 2011 .

[15]  M. Rahman,et al.  Foreign capital inflows-growth nexus and role of domestic financial sector: an ARDL cointegration approach for Pakistan , 2010 .

[16]  Mukhriz Izraf Azman Aziz,et al.  Oil Price & Exchange Rate: A Comparative Study between Net Oil Exporting and Net Oil Importing Countries , 2009 .

[17]  Ali M. Kutan,et al.  Explaining the real exchange rate in Kazakhstan, 1996-2003: Is Kazakhstan vulnerable to the Dutch disease? , 2005 .

[18]  Victor E. Oriavwote,et al.  Oil Prices and the Real Exchange Rate in Nigeria , 2012 .

[19]  James D. Hamilton What is an Oil Shock? , 2000 .

[20]  P. Narayan,et al.  The saving and investment nexus for China: evidence from cointegration tests , 2005 .

[21]  M. Shahbaz Does trade openness affect long run growth? Cointegration, causality and forecast error variance decomposition tests for Pakistan , 2012 .

[22]  P. Phillips Testing for a Unit Root in Time Series Regression , 1988 .

[23]  Unggul Heriqbaldi Exchange Market Pressure in Indonesia: A Univariate Markov Switching Analysis , 2012 .

[24]  R. Lafrance,et al.  The Turning Black Tide: Energy Prices and the Canadian Dollar , 2008 .

[25]  Jin-Lung Lin,et al.  Causality in the Long Run , 1995, Econometric Theory.

[26]  Shiu‐Sheng Chen,et al.  Oil prices and real exchange rates , 2007 .

[27]  Prashant Parikh A Theory of Communication , 2010 .

[28]  O. Adeniyi,et al.  Oil Price-Exchange Rate Nexus in Nigeria: Further Evidence from an Oil Exporting Economy , 2012 .

[29]  R. Awan,et al.  The Exchange Value of the Pakistan Rupee & Pakistan Trade Balance: An ARDL Bounds Testing Approach , 2010 .

[30]  François Benhmad Modeling nonlinear Granger causality between the oil price and U.S. dollar: A wavelet based approach , 2012 .

[31]  Aviral Kumar Tiwari,et al.  Oil price and exchange rates: A wavelet based analysis for India , 2013 .

[32]  Juan C. Reboredo,et al.  Modelling oil price and exchange rate co-movements , 2012 .

[33]  Kareem Ismail The Structural Manifestation of the 'Dutch Disease’: The Case of Oil Exporting Countries , 2010, SSRN Electronic Journal.

[34]  Muhammad Shahbaz,et al.  Is devaluation contractionary? Empirical evidence for Pakistan , 2012 .

[35]  Lonnie H. Hudgins,et al.  Wavelet transforms and atmopsheric turbulence. , 1993, Physical review letters.

[36]  Perry Sadorsky Oil price shocks and stock market activity , 1999 .

[37]  Ying-Wong Cheung,et al.  On the purchasing power parity puzzle , 2000 .

[38]  James Davidson,et al.  Cointegration and error correction , 2013 .

[39]  Arti Prasad,et al.  Understanding the oil price-exchange rate nexus for the Fiji islands , 2008 .

[40]  Yi Wen,et al.  Wavelet: a new tool for business cycle analysis , 2005 .

[41]  Perry Sadorsky,et al.  Oil Prices, Exchange Rates and Emerging Stock Markets , 2011 .

[42]  L. Ali,et al.  STOCK MARKET DEVELOPMENT AND ECONOMIC GROWTH: ARDL CAUSALITY IN PAKISTAN , 2008 .

[43]  J. Rautava,et al.  The role of oil prices and the real exchange rate in Russia's economy--a cointegration approach , 2004 .

[44]  Simon van Norden,et al.  Exchange Rates and Oil Prices , 1995 .

[45]  A. Aflatooni Oil Prices and Exchange Rates: The Case of Opec , 2009 .

[46]  M. Tariq,et al.  Factors Affecting the Nominal Exchange Rate of Pakistan: An Econometric Investigation (1982-2008) , 2012 .

[47]  J. Chan,et al.  Interannual variations of tropical cyclone activity over the north Indian Ocean , 2012 .

[48]  C. Granger,et al.  Co-integration and error correction: representation, estimation and testing , 1987 .

[49]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[50]  M. Shahbaz On Nominal and Real Devaluations Relation: An Econometric Evidence for Pakistan , 2009 .

[51]  Emre Ozsoz,et al.  An Evaluation of Price Based Determinants of Nigeria’s Real Exchange Rate , 2011 .

[52]  Usama Al-mulali,et al.  The Impact of Oil Prices on the Real Exchange Rate of the Dirham: A Case Study of the United Arab Emirates (UAE) , 2011 .

[53]  A. Wahid,et al.  Savings–Investment Correlation and Capital Outflow: The Case of Pakistan , 2010 .

[54]  Paul Krugman,et al.  Oil Shocks and Exchange Rate Dynamics , 1983 .

[55]  Evangelia Papapetrou Oil price shocks, stock market, economic activity and employment in Greece ☆ , 2001 .

[56]  Kausik Chaudhuri,et al.  Long-run equilibrium real exchange rates and oil prices , 1998 .

[57]  H. Suleiman,et al.  The real exchange rate of an oil exporting economy: Empirical evidence from Nigeria , 2011 .

[58]  W. Fuller,et al.  Distribution of the Estimators for Autoregressive Time Series with a Unit Root , 1979 .

[59]  D. Veleda,et al.  Cross-Wavelet Bias Corrected by Normalizing Scales , 2012 .

[60]  Mohd Yahya Mohd Hussin,et al.  The Relationship between Oil Price, Exchange Rate and Islamic Stock Market in Malaysia , 2012 .

[61]  Johanna Rickne Oil Prices and Real Exchange Rate Movements in Oil-Exporting Countries: The Role of Institutions , 2009 .

[62]  P. Albuquerque,et al.  The effect of oil price on China's exports , 2009 .

[63]  Guangfeng Zhang,et al.  Exchange rates determination based on genetic algorithms using Mendel's principles: Investigation and estimation under uncertainty , 2013, Inf. Fusion.

[64]  The Effect of Oil Prices on Exchange Rates: A Case Study of the Dominican Republic , 2006 .

[65]  James D. Hamilton Oil and the Macroeconomy since World War II , 1983, Journal of Political Economy.

[66]  Richard J. Smith,et al.  Bounds testing approaches to the analysis of level relationships , 2001 .

[67]  A. Mollick,et al.  Oil price fluctuations and U.S. dollar exchange rates , 2010 .

[68]  Huimin Chung,et al.  The economic value of co-movement between oil price and exchange rate using copula-based GARCH models , 2011 .

[69]  Perry Sadorsky The empirical relationship between energy futures prices and exchange rates , 2000 .

[70]  C. Granger Investigating causal relations by econometric models and cross-spectral methods , 1969 .

[71]  Sajal Ghosh,et al.  Examining crude oil price – Exchange rate nexus for India during the period of extreme oil price volatility , 2011 .

[72]  W. M. Corden,et al.  BOOMING SECTOR AND DUTCH DISEASE ECONOMICS: SURVEY AND CONSOLIDATION , 1984 .

[73]  Impact of Real Effective Exchange Rate on Inflation in Pakistan , 2012 .

[74]  X. Liang,et al.  Rectification of the Bias in the Wavelet Power Spectrum , 2007 .

[75]  S. Nasreen Export-Growth Linkages In Selected Asian Developing Countries: Evidence From Panel Data Analysis , 2011 .

[76]  J. Treviño Oil-Price Boom and Real Exchange Rate Appreciation: Is There Dutch Disease in the CEMAC? , 2011, SSRN Electronic Journal.

[77]  Maria Joana Soares,et al.  Oil and the macroeconomy: using wavelets to analyze old issues , 2011 .

[78]  Y. Huang,et al.  The role of oil price shocks on China's real exchange rate , 2007 .

[79]  G. Blattenberger,et al.  The Limits of Econometrics , 1990 .

[80]  Théo Naccache,et al.  Oil price cycles and wavelets , 2011 .

[81]  M. Rahman,et al.  The Dynamic of Financial Development, Imports, Foreign Direct Investment and Economic Growth: Cointegration and Causality Analysis in Pakistan , 2012 .

[82]  R. Engle,et al.  COINTEGRATION AND ERROR CORRECTION: REPRESENTATION , 1987 .