Recent research has determined that commodity prices often exhibit distributional characteristics inconsistent with normality or log-normality. We utilize discrete mixtures of log-normals in a GARCH framework to model corn, wheat, and soybean prices. Options premiums are simulated and compared to actual premiums and premiums generated under standard Black-Scholes assumptions.
