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On almost sure convergence of random variables with finite chaos decomposition
- Publication Year :
- 2019
-
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.<br />Comment: A few typos corrected
- Subjects :
- Mathematics - Probability
Mathematics - Functional Analysis
60F99, 60H05, 60B11
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.1909.09576
- Document Type :
- Working Paper