Abstract
A set of non-parametric tests which includes the stochastic dominance criteria is developed here for evaluating the performance of mutual fund portfolios in relation to the market index. The empirical results support the hypothesis that some funds tend to dominte the market on the average, when a second-order stochastic dominance criterion is used.