This paper features an analysis of the cointegration relationships among agricultural commodity, ethanol and Cushing crude oil spot and futures prices. The use of grains for the creation of bio-fuels has sparked fears that these demands are inflating food prices. We analyse approximately 10 years of daily spot and futures prices for corn, wheat, sugar ethanol and oil prices from Datastream for the period 19 July 2006 to 2 July 2015. The analysis, featuring Engle-Granger pairwise cointegration and Markov-switching VECM and Impulse Response Analysis, confirms that these markets have significant linkages which vary according to whether they are in low or high volatility regimes.

Additional Metadata
Keywords bio-fuels, time series, cointegration, Markov-switching, VECM, impulse responses, voloatility
JEL Alternative Energy Sources (jel Q42), Time-Series Models; Dynamic Quantile Regressions (jel C22), Commodity Markets (jel Q02), Hydrocarbon Resources (jel Q35)
Persistent URL
Series Econometric Institute Research Papers
Allen, D.E, Chang, C-L, McAleer, M.J, & Singh, A.K. (2016). A Cointegration Analysis of Agricultural, Energy and Bio-Fuel Spot and Futures Prices (No. EI2016-24). Econometric Institute Research Papers. Retrieved from