{ "id": "1108.4086", "version": "v1", "published": "2011-08-20T03:45:18.000Z", "updated": "2011-08-20T03:45:18.000Z", "title": "On optimal stationary couplings between stationary processes", "authors": [ "Ludger Rueschendorf", "Tomonari Sei" ], "comment": "21 pages", "categories": [ "math.PR" ], "abstract": "By a classical result of Gray, Neuhoff and Shields (1975) the $\\bar\\varrho$ distance between stationary processes is identified with an optimal stationary coupling problem of the corresponding stationary measures on the infinite product spaces. This is a modification of the optimal coupling problem from Monge--Kantorovich theory. In this paper we derive some general classes of examples of optimal stationary couplings which allow to calculate the $\\bar\\varrho$ distance in these cases in explicit form. We also extend the $\\bar\\varrho$ distance to random fields and to general nonmetric distance functions and give a construction method for optimal stationary $\\bar c$-couplings. Our assumptions need in this case a geometric positive curvature condition.", "revisions": [ { "version": "v1", "updated": "2011-08-20T03:45:18.000Z" } ], "analyses": { "subjects": [ "60E15", "60G10" ], "keywords": [ "stationary processes", "general nonmetric distance functions", "optimal stationary coupling problem", "geometric positive curvature condition", "infinite product spaces" ], "note": { "typesetting": "TeX", "pages": 21, "language": "en", "license": "arXiv", "status": "editable", "adsabs": "2011arXiv1108.4086R" } } }