The ability of food stamps to ameliorate food insufficiency in the U.S. is estimated with self-selection models which incorporate the systematic differences between eligible food stamp participants and non-participants. The analysis is performed with a sample of eligible households from the 1992 Survey of Income and Program Participation (SIPP).