This article utilizes discriminant analysis to determine the characteristics of persons most likely to succeed in one halfway house. The results indicate that strong socializing and integrating ties in the community and few previous contacts with the criminal justice system are major predictors of success in a halfway house program. The seven discriminators for females are used to accurately predict 87 percent of the female misdemeanants while the nine discriminators for male felons correctly predict 63 percent of the cases. (Author abstract)