Asymptotic Dominance and Confidence for Solutions of Stochastic Programs
Abstract
For closed-set valued random processes we introduce a stochastic order relation (dominance) and show that the argmins of a sequence of random processes, which are epi-convergent in distribution satisfy this order relation in an asymptotic sense. The result may be used for the construction of confidence regions for the argmin.