Discusses a study that analyzed the relationship between U.S. mutual fund attributes and performance, as of April 7, 2003. Benefits of the use of stochastic dominance approach in the analysis; Results of a second degree stochastic dominance test conducted; Details of stochastic dominance results for turnovers.