The Convergence of the Sums of Independent Random Variables Under the Sub-linear Expectations

被引:17
作者
Zhang, Li Xin [1 ]
机构
[1] Zhejiang Univ, Sch Math Sci, Hangzhou 310027, Peoples R China
关键词
Sub-linear expectation; capacity; independence; Levy maximal inequality; central limit theorem; LARGE NUMBERS; STOCHASTIC CALCULUS; BROWNIAN-MOTION; STRONG LAW; INEQUALITIES; THEOREM;
D O I
10.1007/s10114-020-8508-0
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let {X-n;n >= 1} be a sequence of independent random variables on a probability space (Omega,F,P) and S-n = Sigma(n)(k=1) X-k. It is well-known that the almost sure convergence, the convergence in probability and the convergence in distribution of S-n are equivalent. In this paper, we prove similar results for the independent random variables under the sub-linear expectations, and give a group of sufficient and necessary conditions for these convergence. For proving the results, the Levy and Kolmogorov maximal inequalities for independent random variables under the sub-linear expectation are established. As an application of the maximal inequalities, the sufficient and necessary conditions for the central limit theorem of independent and identically distributed random variables are also obtained.
引用
收藏
页码:224 / 244
页数:21
相关论文
共 17 条
[1]  
[Anonymous], 2014, DIABETES CARE, V1, pS14
[2]   Strong laws of large numbers for sub-linear expectations [J].
Chen ZengJing .
SCIENCE CHINA-MATHEMATICS, 2016, 59 (05) :945-954
[3]   A strong law of large numbers for non-additive probabilities [J].
Chen, Zengjing ;
Wu, Panyu ;
Li, Baoming .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2013, 54 (03) :365-377
[4]   Strong Laws of Large Numbers for Sublinear Expectation under Controlled 1st Moment Condition [J].
Hu, Cheng .
CHINESE ANNALS OF MATHEMATICS SERIES B, 2018, 39 (05) :791-804
[5]   A general central limit theorem under sublinear expectations [J].
Li Min ;
Shi YuFeng .
SCIENCE CHINA-MATHEMATICS, 2010, 53 (08) :1989-1994
[6]  
Lin ZY, 2017, PROBAB UNCERTAIN QUA, V2, DOI 10.1186/s41546-017-0013-8
[7]  
Peng S, 2010, TIGHTNESS WEAK COMPA
[8]  
Peng S., 2010, NONLINEAR EXPECTATIO
[9]  
PENG S., 2008, A new central limit theorem under sublinear expectations
[10]  
Peng S, 2007, ABEL SYMP, V2, P541