An empirical analysis of the correlation between large daily changes in grain and oil futures prices

Abstract Adopting a framework known from event studies we document patterns in the high-frequency comovement of oil and grain price changes. Using daily front month futures prices we demonstrate a closer relationship between oil and grain price changes after 2006, which suggests a change in the dynamics between grain and energy markets. We find some evidence of comovement between crude oil and grain price changes after 2006, but note that although statistically significant, these findings speak of two distinct entities rather than closely integrated markets. While our study is purely descriptive, these findings suggest that the pursuit of a causal link from oil to grain price changes is futile.

[1]  L. Kilian,et al.  Do Oil Price Increases Cause Higher Food Prices? , 2013 .

[2]  P. Deb,et al.  The Excess Co-movement of Commodity Prices Reconsidered , 1996 .

[3]  Dwight R. Sanders,et al.  Testing the Masters Hypothesis in Commodity Futures Markets , 2012 .

[4]  M. Steen,et al.  Are commodity markets characterized by herd behaviour? , 2013 .

[5]  H. Stoll,et al.  Commodity Index Investing: Speculation or Diversification? , 2011, The Journal of Alternative Investments.

[6]  D. Lien,et al.  Does the stock market drive herd behavior in commodity futures markets , 2015 .

[7]  Harald Schmidbauer,et al.  OPEC news announcements: Effects on oil price expectation and volatility , 2012 .

[8]  L. Kilian,et al.  The Role of Speculation in Oil Markets: What Have We Learned So Far? , 2012 .

[9]  Michel A. Robe,et al.  The Financialization of Food? , 2016 .

[10]  Is Financial Speculation with Agricultural Commodities Harmful or Helpful? , 2015, The Journal of Alternative Investments.

[11]  Wallace E. Tyner,et al.  What's Driving Food Prices? , 2008 .

[12]  D. Revel Understanding the Decline in the Price of Oil since June 2014 , 2015 .

[13]  Lutz Kilian,et al.  Are the responses of the U.S. economy asymmetric in energy price increases and decreases , 2011 .

[14]  Lutz Kilian,et al.  The Role of Inventories and Speculative Trading in the Global Market for Crude Oil , 2010 .

[15]  Xiaodong Du,et al.  Disentangling Corn Price Volatility: The Role of Global Demand, Speculation, and Energy , 2012, Journal of Agricultural and Applied Economics.

[16]  Michael K Adjemian Quantifying the Wasde Announcement Effect , 2012 .

[17]  David Bicchetti,et al.  The Synchronized and Long-Lasting Structural Change on Commodity Markets: Evidence from High Frequency Data , 2012, Algorithmic Finance.

[18]  A. Mackinlay,et al.  Event Studies in Economics and Finance , 1997 .

[19]  Gary B. Gorton,et al.  Investor Interest and the Returns to Commodity Investing , 2016, The Journal of Portfolio Management.

[20]  Dileep K. Birur,et al.  Land Use Changes and Consequent CO2 Emissions due to US Corn Ethanol Production: A Comprehensive Analysis , 2010 .

[21]  P. Abbott Biofuels, Binding Constraints and Agricultural Commodity Price Volatility , 2013 .

[22]  L. Kilian,et al.  Modeling Fluctuations in the Global Demand for Commodities , 2017, Journal of International Money and Finance.

[23]  L. Kilian,et al.  Quantifying the Speculative Component in the Real Price of Oil: The Role of Global Oil Inventories , 2013 .

[24]  R. Pindyck,et al.  The Excess Co-Movement of Commodity Prices , 1988 .

[25]  G. Rausser,et al.  Commodity Storage and the Market Effects of Biofuel Policies , 2017 .

[26]  L. Kilian,et al.  Did the Renewable Fuel Standard Shift Market Expectations of the Price of Ethanol? , 2016, SSRN Electronic Journal.

[27]  Dwight R. Sanders,et al.  Index Funds, Financialization, and Commodity Futures Markets , 2011 .

[28]  Matthias G. Will,et al.  Is Financial Speculation with Agricultural Commodities Harmful or Helpful? – A Literature Review of Current Empirical Research , 2015 .

[29]  L. Kilian The Impact of the Fracking Boom on Arab Oil Producers , 2016, SSRN Electronic Journal.

[30]  Benoît Sévi,et al.  Futures Trading and the Excess Comovement of Commodity Prices , 2017 .

[31]  Michael S. Haigh,et al.  Commodities and Equities: Ever a “Market of One”? , 2009, The Journal of Alternative Investments.