Skorohod's topologies on path space (2301.05637v1)

Abstract: We introduce the path space over a general metrisable space. Elements of this space are paths, which are pairs consisting of a closed subset of the real line and a cadlag function that is defined on that subset and takes values in the metrisable space. We equip the space of all paths with topologies that generalise Skorohod's J1 and M1 topologies, prove that these topologies are Polish, and derive compactness criteria. The central idea is that the closed graph (in case of the J1 topology) and the filled-in graph (in case of the M1 topology) of a path can naturally be viewed as totally ordered compact sets. We define a variant of the Hausdorff metric that measures the distance between two compact sets, each of which is equipped with a total order. We show that the topology generated by this metric is Polish and derive a compactness criterion. Specialising to closed or filled-in graphs then yields Skorohod's J1 and M1 topologies, generalised to functions that need not all be defined on the same domain.