Moment bounds for IID sequences under sublinear expectations

preprint2011arXivOpen access

Abstract

In this paper, with the notion of independent identically distributed (IID) random variables under sublinear expectations introduced by Peng [7-9], we investigate moment bounds for IID sequences under sublinear expectations. We can obtain a moment inequality for a sequence of IID random variables under sublinear expectations. As an application of this inequality, we get the following result: For any continuous function ϕϕ satisfying the growth condition ∣ϕ(x)∣≤C(1+∣x∣p)|ϕ(x)|\leq C(1+|x|^p) for some C>0C>0, p≥1p\geq1 depending on ϕϕ, central limit theorem under sublinear expectations obtained by Peng [8] still holds.

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