{ "id": "1909.09576", "version": "v1", "published": "2019-09-20T15:57:37.000Z", "updated": "2019-09-20T15:57:37.000Z", "title": "On almost sure convergence of random variables with finite chaos decomposition", "authors": [ "Radosław Adamczak" ], "categories": [ "math.PR", "math.FA" ], "abstract": "Under mild conditions on a family of independent random variables $(X_n)$ we prove that almost sure convergence of a sequence of tetrahedral polynomial chaoses of uniformly bounded degrees in the variables $(X_n)$ implies the almost sure convergence of their homogeneous parts. This generalizes a recent result due to Poly and Zheng obtained under stronger integrability conditions. In particular for i.i.d. sequences we provide a simple necessary and sufficient condition for this property to hold. We also discuss similar phenomena for sums of multiple stochastic integrals with respect to Poisson processes, answering a question by Poly and Zheng.", "revisions": [ { "version": "v1", "updated": "2019-09-20T15:57:37.000Z" } ], "analyses": { "subjects": [ "60F99", "60H05", "60B11" ], "keywords": [ "sure convergence", "finite chaos decomposition", "independent random variables", "tetrahedral polynomial chaoses", "stronger integrability conditions" ], "note": { "typesetting": "TeX", "pages": 0, "language": "en", "license": "arXiv", "status": "editable" } } }