Identifying the oil price-macroeconomy relationship: An empirical mode decomposition analysis of US data

This paper employs the empirical mode decomposition (EMD) method to filter cyclical components of US quarterly gross domestic product (GDP) and quarterly average oil price (West Texas Intermediate--WTI). The method is adaptive and applicable to non-linear and non-stationary data. A correlation analysis of the resulting components is performed and examined for insights into the relationship between oil and the economy. Several components of this relationship are identified. However, the principal one is that the medium-run component of the oil price has a negative relationship with the main cyclical component of the GDP. In addition, weak correlations suggesting a lagging, demand-driven component and a long-run component of the relationship were also identified. Comparisons of these findings with significant oil supply disruption and recession dates were supportive. The study identifies a number of lessons applicable to recent oil market events, including the eventuality of persistent oil price and economic decline following a long oil price run-up. In addition, it was found that oil market related exogenous events are associated with short- to medium-run price implications regardless of whether they lead to actual supply losses.

[1]  F. Johnsson,et al.  Resources and future supply of oil , 2009 .

[2]  N. Huang,et al.  The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[3]  J. Galí,et al.  International Dimensions of Monetary Policy , 2010 .

[4]  M. Gronwald Large Oil Shocks and the US Economy: Infrequent Incidents with Large Effects , 2008 .

[5]  Paul Leiby,et al.  Oil Price Shocks and the Macroeconomy: What Has Been Learned Since 1996 , 2004 .

[6]  Finn E. Kydland,et al.  Business cycles: real facts and a monetary myth , 1990 .

[7]  James D. Hamilton,et al.  Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy: A Comment , 2004 .

[8]  Olivier J. Blanchard,et al.  The Macroeconomic Effects of Oil Shocks: Why are the 2000s so Different from the 1970s? , 2007 .

[9]  S. S. Shen,et al.  A confidence limit for the empirical mode decomposition and Hilbert spectral analysis , 2003, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[10]  Mark A. Thompson,et al.  Dynamic cyclical comovements of oil prices with industrial production, consumer prices, unemployment, and stock prices , 2007 .

[11]  James D. Hamilton This is what happened to the oil price-macroeconomy relationship , 1996 .

[12]  Liangsheng Qu,et al.  An improved method for restraining the end effect in empirical mode decomposition and its applications to the fault diagnosis of large rotating machinery , 2008 .

[13]  Kiseok Lee,et al.  Oil Shocks and the Macroeconomy: The Role of Price Variability* , 1995 .

[14]  Norden E. Huang,et al.  Ensemble Empirical Mode Decomposition: a Noise-Assisted Data Analysis Method , 2009, Adv. Data Sci. Adapt. Anal..

[15]  K. Lai,et al.  A new approach for crude oil price analysis based on Empirical Mode Decomposition , 2008 .

[16]  Knut Anton Mork,et al.  Oil and the Macroeconomy When Prices Go Up and Down: An Extension of Hamilton's Results , 1989, Journal of Political Economy.

[17]  M. Watson,et al.  Systematic Monetary Policy and the Effects of Oil Price Shocks , 1997 .

[18]  Manuel Duarte Ortigueira,et al.  On the HHT, its problems, and some solutions , 2008 .

[19]  L. Kilian Not All Oil Price Shocks are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market , 2006 .

[20]  Prakash Loungani Oil Price Shocks and the Dispersion Hypothesis , 1986 .

[21]  T. McMahon,et al.  Issues with the Application of Empirical Mode Decomposition Analysis , 2005 .

[22]  Hillard G. Huntington,et al.  Energy disruptions, interfirm price effects and the aggregate economy , 2003 .

[23]  B. Huang Factors Affecting an Economy's Tolerance and Delay of Response to the Impact of a Positive Oil Price Shock , 2008 .

[24]  M. Gisser,et al.  Crude Oil and the Macroeconomy: Tests of Some Popular Notions: A Note. , 1986 .

[25]  Steven J. Davis,et al.  Sectoral Job Creation and Destruction Responses to Oil Price Changes , 1999 .

[26]  Mine K. Yücel,et al.  Energy prices and aggregate economic activity: an interpretative survey , 2002 .

[27]  Lutz Kilian,et al.  Exogenous Oil Supply Shocks: How Big Are They and How Much Do They Matter for the U.S. Economy? , 2005, The Review of Economics and Statistics.

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

[29]  M. Hooker Oil and the Macroeconomy Revisited , 1999 .

[30]  Cutler J. Cleveland,et al.  Encyclopedia of Energy , 2004 .

[31]  Javier F. Mory Oil Prices and Economic Activity: Is the Relationship Symmetric? , 1993 .

[32]  Michael R. Darby,et al.  The Price of Oil and World Inflation and Recession , 1982 .

[33]  Lutz Kilian,et al.  A Monetary Explanation of the Great Stagflation of the 1970s , 2000 .

[34]  Business cycles: the role of energy prices , 2003 .

[35]  Mary G. Finn,et al.  Perfect Competition and the Effects of Energy Price Increases on Economic Activity , 2000 .

[36]  Mario J. Crucini,et al.  Oil Prices and the Terms of Trade , 1998 .

[37]  Marcus Dätig,et al.  Performance and limitations of the Hilbert–Huang transformation (HHT) with an application to irregular water waves , 2004 .