moment bound;
sublinear expectation;
IID random variables;
-normal distribution;
central limit theorem;
60H10;
60G48;
D O I:
暂无
中图分类号:
学科分类号:
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 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.
机构:
Chinese Acad Sci, Acad Math & Syst Sci, RCSDS, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Acad Math & Syst Sci, RCSDS, Beijing 100190, Peoples R China
机构:Shandong Univ, Res Ctr Math & Interdisciplinary Sci, Qingdao 266237, Shandong, Peoples R China
Guo, Xiaofan
Li, Shan
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机构:Shandong Univ, Res Ctr Math & Interdisciplinary Sci, Qingdao 266237, Shandong, Peoples R China
Li, Shan
Li, Xinpeng
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机构:
Shandong Univ, Res Ctr Math & Interdisciplinary Sci, Qingdao 266237, Shandong, Peoples R ChinaShandong Univ, Res Ctr Math & Interdisciplinary Sci, Qingdao 266237, Shandong, Peoples R China
机构:
Nanjing Univ Posts & Telecommun, Sch Sci, Nanjing 210023, Peoples R ChinaNanjing Univ Posts & Telecommun, Sch Sci, Nanjing 210023, Peoples R China
Zhou, Q. Q.
Logachov, A., V
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机构:
Sobolev Inst Math, Lab Probabil Theory & Math Stat, 4 Koptyuga Ave, Novosibirsk 630090, Russia
Siberian State Univ Geosyst & Technol, Dept High Math, 10 Plahotnogo Str, Novosibirsk 630108, Russia
Novosibirsk State Tech Univ, Dept Comp Sci Econ, 20 Pr K Marks Ave, Novosibirsk 630073, RussiaNanjing Univ Posts & Telecommun, Sch Sci, Nanjing 210023, Peoples R China