{ "id": "1904.02928", "version": "v1", "published": "2019-04-05T08:16:23.000Z", "updated": "2019-04-05T08:16:23.000Z", "title": "Lévy driven CARMA generalized processes and stochastic partial differential equations", "authors": [ "David Berger" ], "categories": [ "math.PR" ], "abstract": "We give a new definition of a L\\'{e}vy driven CARMA random field, defining it as a generalized solution of a stochastic partial differential equation (SPDE). Furthermore, we give sufficient conditions for the existence of a mild solution of our SPDE. Our model finds a connection between all known definitions of CARMA random fields, and especially for dimension 1 we obtain the classical CARMA process.", "revisions": [ { "version": "v1", "updated": "2019-04-05T08:16:23.000Z" } ], "analyses": { "keywords": [ "stochastic partial differential equation", "lévy driven carma generalized processes", "driven carma random field" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable" } } }