The author modified a numerical procedure developed by Cox, Ross, and Rubinstein for valuing options on stocks to value options on commodity futures contracts The numerical procedure, unlike Black's widely used analytical approach, can include the value of early exercise in the option-premium estimates Analysis with the numerical procedure shows that the variability in the underlying futures price is crucial in determining the value of an option