{ "id": "1610.06711", "version": "v1", "published": "2016-10-21T09:19:34.000Z", "updated": "2016-10-21T09:19:34.000Z", "title": "Scaling Limits of Solutions of SPDE Driven by Lévy White Noises", "authors": [ "Julien Fageot", "Michael Unser" ], "comment": "25 pages", "categories": [ "math.PR" ], "abstract": "Consider a random process s solution of the stochastic partial differential equation Ls = w with L a homogeneous operator and w a multidimensional L\\'evy white noise. In this paper, we study the asymptotic effect of a zoom or a de-zoom on the process s. More precisely, we give sufficient conditions on L and w so that the rescaled versions of s converges in law to a self-similar process of order H at coarse scales and at fine scales. The parameter H depends on the homogeneity order of the operator L and the Blumenthal-Getoor indices associated to the L\\'evy white noise w. Finally, we apply our general results to several notorious classes of random processes and random fields.", "revisions": [ { "version": "v1", "updated": "2016-10-21T09:19:34.000Z" } ], "analyses": { "subjects": [ "60H15", "60F05", "60G18", "60G20" ], "keywords": [ "lévy white noises", "spde driven", "scaling limits", "stochastic partial differential equation ls", "random process" ], "note": { "typesetting": "TeX", "pages": 25, "language": "en", "license": "arXiv", "status": "editable" } } }