Oil and the macroeconomy: using wavelets to analyze old issues

We use (cross) wavelet analysis to decompose the time–frequency effects of oil price changes on the macroeconomy. We argue that the relation between oil prices and industrial production is not clear-cut. There are periods and frequencies where the causality runs from one variable to the other and vice-versa, justifying some instability in the empirical evidence about the macroeconomic effects of oil price shocks. We also show that the volatility of both the inflation rate and the industrial output growth rate started to decrease in the decades of 1950 and 1960.

[1]  Measuring oil-price shocks using market-based information , 2006 .

[2]  R. Gencay,et al.  Multiscale systematic risk , 2005 .

[3]  M. Hooker,et al.  What happened to the oil price-macroeconomy relationship? , 1996 .

[4]  M. Soares,et al.  Using wavelets to decompose time-frequency economic relations , 2007 .

[5]  L. Kilian The Economic Effects of Energy Price Shocks , 2007 .

[6]  Connor Jeff,et al.  Wavelet Transforms and Commodity Prices , 2005 .

[7]  M. Hooker This is what happened to the oil price-macroeconomy relationship: Reply , 1996 .

[8]  Tao Wu,et al.  Measuring Oil-Price Shocks Using Market-Based Information , 2006, SSRN Electronic Journal.

[9]  Olivier J. Blanchard,et al.  The Long and Large Decline in U.S. Output Volatility , 2001 .

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

[11]  Mauro Gallegati,et al.  Wavelet Variance Analysis of Output in G-7 Countries , 2007 .

[12]  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.

[13]  Christiane Baumeister,et al.  Time-Varying Effects of Oil Supply Shocks on the US Economy , 2008 .

[14]  James D. Hamilton Historical Causes of Postwar Oil Shocks and Recessions , 1985 .

[15]  J. B. Ramsey,et al.  DECOMPOSITION OF ECONOMIC RELATIONSHIPS BY TIMESCALE USING WAVELETS , 1998, Macroeconomic Dynamics.

[16]  Douglas Maraun,et al.  Nonlinear Processes in Geophysics , 2000 .

[17]  Dennis Gabor,et al.  Theory of communication , 1946 .

[18]  S. Jevrejeva,et al.  Influence of the Arctic Oscillation and El Niño‐Southern Oscillation (ENSO) on ice conditions in the Baltic Sea: The wavelet approach , 2003 .

[19]  Mario Chavez,et al.  Time-dependent spectral analysis of epidemiological time-series with wavelets , 2007, Journal of The Royal Society Interface.

[20]  A. Grossmann,et al.  DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE , 1984 .

[21]  R. Gencay,et al.  Scaling properties of foreign exchange volatility , 2001 .

[22]  Francis P. Keenan,et al.  # 2004. The American Astronomical Society. All rights reserved. Printed in U.S.A. WAVELET PHASE COHERENCE ANALYSIS: APPLICATION TO A QUIET-SUN MAGNETIC ELEMENT , 2004 .

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

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

[25]  Brandon Whitcher,et al.  Differentiating intraday seasonalities through wavelet multi-scaling , 2001 .

[26]  Hernando Ombao,et al.  Evolutionary Coherence of Nonstationary Signals , 2008, IEEE Transactions on Signal Processing.

[27]  Schreiber,et al.  Improved Surrogate Data for Nonlinearity Tests. , 1996, Physical review letters.

[28]  Joseph D. Lakey,et al.  Time‒Frequency and Time‒Scale Methods: Adaptive Decompositions, Uncertainty Principles, and Sampling , 2004 .

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

[30]  D. Maraun,et al.  How Hard is the Euro Area Core? An Evaluation of Growth Cycles Using Wavelet Analysis , 2006 .

[31]  J. B. Ramsey,et al.  The Decomposition of Economic Relationships by Time Scale Using Wavelets: Expenditure and Income , 1998 .

[32]  A. Grossmann,et al.  Cycle-octave and related transforms in seismic signal analysis , 1984 .

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

[34]  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.

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

[36]  Marco Gallegati,et al.  Wavelet analysis of stock returns and aggregate economic activity , 2008, Comput. Stat. Data Anal..

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

[38]  Patrick M. Crowley,et al.  A Guide to Wavelets for Economists , 2007 .

[39]  H. Ombao,et al.  SLEX Analysis of Multivariate Nonstationary Time Series , 2005 .