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Rosenthal type inequalities for asymptotically almost negatively associated random variables and applications 被引量:50

Rosenthal type inequalities for asymptotically almost negatively associated random variables and applications
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摘要 In this paper, we establish some Rosenthal type inequalities for maximum partial sums of asymptotically almost negatively associated random variables, which extend the corresponding results for negatively associated random variables. As applications of these inequalities, by employing the notions of residual Cesàro α-integrability and strong residual Cesàro α-integrability, we derive some results on Lp convergence where 1 < p < 2 and complete convergence. In addition, we estimate the rate of convergence in Marcinkiewicz-Zygmund strong law for partial sums of identically distributed random variables. In this paper, we establish some Rosenthal type inequalities for maximum partial sums of asymptotically almost negatively associated random variables, which extend the corresponding results for negatively associated random variables. As applications of these inequalities, by employing the notions of residual Cesàro α-integrability and strong residual Cesàro α-integrability, we derive some results on L p convergence where 1 < p < 2 and complete convergence. In addition, we estimate the rate of convergence in Marcinkiewicz-Zygmund strong law for partial sums of identically distributed random variables.
出处 《Science China Mathematics》 SCIE 2009年第9期1887-1904,共18页 中国科学:数学(英文版)
基金 supported by National Natural Science Foundation of China (Grant No.10871217) the SCR of Chongqing Municipal Education Commission (Grant No.KJ090703)
关键词 Rosenthal type inequality asymptotically almost negative association residual Cesàro α-integrability strong residual Cesàro α-integrability L p-convergence complete convergence Marcinkiewicz-Zygmund strong law 60F05 60F15 Rosenthal type inequality asymptotically almost negative association residual Cesà-ro α-integrability strong residual Cesàro α-integrability Lp-convergence complete convergence Marcinkiewicz-Zygmund strong law
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