{ "id": "0707.0313", "version": "v1", "published": "2007-07-02T20:39:04.000Z", "updated": "2007-07-02T20:39:04.000Z", "title": "Differential Equations Driven by Gaussian Signals I", "authors": [ "Peter Friz", "Nicolas Victoir" ], "categories": [ "math.PR" ], "abstract": "We consider multi-dimensional Gaussian processes and give a new condition on the covariance, simple and sharp, for the existence of stochastic area(s). Gaussian rough paths are constructed with a variety of weak and strong approximation results. Together with a new RKHS embedding, we obtain a powerful - yet conceptually simple - framework in which to analysize differential equations driven by Gaussian signals in the rough paths sense.", "revisions": [ { "version": "v1", "updated": "2007-07-02T20:39:04.000Z" } ], "analyses": { "subjects": [ "60G15", "60H99" ], "keywords": [ "gaussian signals", "rough paths sense", "analysize differential equations driven", "strong approximation results", "multi-dimensional gaussian processes" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable", "adsabs": "2007arXiv0707.0313F" } } }