In this article, we develop a two-factor model of commodity prices that all
ows mean-reversion in short-term prices and uncertainty in the equilibrium
level to which prices revert. Although these two factors are not directly o
bservable, they may be estimated from spot and futures prices. Intuitively,
movements in prices for long-maturity futures contracts provide informatio
n about the equilibrium price level, and differences between the prices for
the short- and long-term contracts provide information about short-term va
riations in prices. We show that, although this model does not explicitly c
onsider changes in convenience yields over time, this short-term/long-term
model is equivalent to the stochastic convenience yield model developed in
Gibson and Schwartz (1990). We estimate the parameters of the model using p
rices for oil futures contracts and apply the model to some hypothetical oi
l-linked assets to demonstrate its use and some of its advantages over the
Gibson-Schwartz model.