Before revision:  We use a functional delta method and propose a method for constructing uniformly valid confidence sets for a (possibly stochastic) convex functional of a partially identified parameter.
After revision:  We propose a bootstrap procedure for constructing uniformly valid confidence sets for a (possibly stochastic) convex functional of a partially identified parameter.