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Moment bounds for IID sequences under sublinear expectations 被引量:6

Moment bounds for IID sequences under sublinear expectations
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摘要 With the notion of independent identically distributed(IID) random variables under sublinear expectations introduced by Peng,we investigate moment bounds for IID sequences under sublinear expectations. We 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 functionsatisfying the growth condition |(x) | C(1 + |x|p) for some C > 0,p 1 depending on ,the central limit theorem under sublinear expectations obtained by Peng still holds. With the notion of independent identically distributed (IID) random variables under sublinear expectations introduced by Peng, we investigate moment bounds for IID sequences under sublinear expectations. We 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 φ satisfying the growth condition |φ(x)|≤ C(1+ |x|p) for some C 〉 0, p≥ 1 depending on φ, the central limit theorem under sublinear expectations obtained by Peng still holds.
出处 《Science China Mathematics》 SCIE 2011年第10期2155-2160,共6页 中国科学:数学(英文版)
基金 supported in part by National Basic Research Program of China (973 Program) (Grant No. 2007CB814901) the Natural Science Foundation of Shandong Province (Grant No. ZR2009AL015)
关键词 moment bound sublinear expectation IID random variables G-normal distribution central limit theorem 随机变量序列 次线性 期望 中心极限定理 独立同分布 矩不等式 连续函数 Cgt
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