Fishburn's convex stochastic dominance theorem is extended to cover arbitrary distributions. Third-order stochastic dominance, and situations for risk takers (averters) are discussed. A result on convex combinations of several continuous distributions is also generalized. (C) 1999 Elsevier Science S.A. All rights reserved.