On order-preserving properties of probability metrics

Stochastic orders and probability metrics are two areas that have received considerable attention in recent literature. A question of interest on its own and for certain applications is the preservation of metrics with respec t to orders. This property does not seem to have been examined explicitly s o far. Our purpose in this paper is to provide some useful remarks and resu lts related to several orders and metrics which are standard in probability .