In this paper, the essential (convex) closure of a family of random sets is
defined and its properties are studied. By the essential (convex) closure,
a more general optional sampling theorem for set-valued (super, sub) marti
ngales is proved and the K - M convergence of the unbounded set-valued supe
rpramarts is studied. (C) 2001 Academic Press.