Multicausal transport: barycenters and dynamic matching
Probability
2025-01-29 v2 General Economics
Optimization and Control
Economics
Abstract
We introduce a multivariate version of causal transport, which we name multicausal transport, involving several filtered processes among which causality constraints are imposed. Subsequently, we consider the barycenter problem for stochastic processes with respect to causal and bicausal optimal transport, and study its connection to specific multicausal transport problems. Attainment and duality of the aforementioned problems are provided. As an application, we study a matching problem in a dynamic setting where agent types evolve over time. We link this to a causal barycenter problem and thereby show existence of equilibria.
Cite
@article{arxiv.2401.12748,
title = {Multicausal transport: barycenters and dynamic matching},
author = {Beatrice Acciaio and Daniel Kršek and Gudmund Pammer},
journal= {arXiv preprint arXiv:2401.12748},
year = {2025}
}
Comments
32 pages