We use nonparametric density estimation procedures to evaluate county-level crop yield distributions. Implications for rating area-yield crop insurance contracts are discussed. The procedures developed are used to measure yield risk and calculate insurance premium rates for wheat and barley in the 1995-96 Group Risk Program.