{ "id": "1804.08214", "version": "v1", "published": "2018-04-23T01:25:30.000Z", "updated": "2018-04-23T01:25:30.000Z", "title": "Poisson statistics at the edge of Gaussian $β$-ensemble at high temperature", "authors": [ "Cambyse Pakzad" ], "comment": "35 pages, 1 figure", "categories": [ "math.PR" ], "abstract": "We study the asymptotic edge statistics of the Gaussian $\\beta$-ensemble, a collection of $n$ particles, as the inverse temperature $\\beta$ tends to zero as $n$ tends to infinity. In a certain decay regime of $\\beta$, the associated extreme point process is proved to converge in distribution to a Poisson point process as $n\\to +\\infty$. We also extend a well known result on Poisson limit for Gaussian extremes by showing the existence of an edge regime that we did not find in the literature.", "revisions": [ { "version": "v1", "updated": "2018-04-23T01:25:30.000Z" } ], "analyses": { "subjects": [ "60B20", "60F05", "60G70" ], "keywords": [ "poisson statistics", "high temperature", "asymptotic edge statistics", "poisson point process", "associated extreme point process" ], "note": { "typesetting": "TeX", "pages": 35, "language": "en", "license": "arXiv", "status": "editable" } } }