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Almost sure convergence on chaoses

Authors: Poly, Guillaume; Zheng, Guangqu;

Almost sure convergence on chaoses

Abstract

We present several new phenomena about almost sure convergence on homogeneous chaoses that include Gaussian Wiener chaos and homogeneous sums in independent random variables. Concretely, we establish the fact that almost sure convergence on a fixed finite sum of chaoses forces the almost sure convergence of each chaotic component. Our strategy uses “extra randomness” and a simple conditioning argument. These ideas are close to the spirit ofStein’s method of exchangeable pairs. Some natural questions are left open in this note.

Country
France
Keywords

[MATH.MATH-PR] Mathematics [math]/Probability [math.PR], 330, Stochastic integrals, Probability (math.PR), Gaussian processes, Central limit and other weak theorems, [MATH] Mathematics [math], homogeneous sums, Wiener chaos, 510, Ornstein-Uhlenbeck semigroup, Functional Analysis (math.FA), [MATH.MATH-PR]Mathematics [math]/Probability [math.PR], Mathematics - Functional Analysis, exchangeable pairs, FOS: Mathematics, [MATH]Mathematics [math], Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Top 10%
Average
Green
hybrid