Precise asymptotics in complete moment convergence of moving-average processes

被引:20
|
作者
Li, Yun-Xia [1 ]
机构
[1] Zhejiang Univ Finance & Econ, Hangzhou 310018, Peoples R China
关键词
moving-average process; complete moment convergence; Berry-Esseen inequality;
D O I
10.1016/j.spl.2006.04.001
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we discuss moving-average process X-k = Sigma(infinity)(i=-infinity) a(i+k)epsilon(i), where {epsilon(i); -infinity < i < infinity) is a doubly infinite sequence of i.i.d random variables with mean zeros and finite variances, {a(i);-infinity<i<infinity) is an absolutely summable sequence of real numbers. Set S-n = Sigma(n)(k=1) ,X-k, n >= 1. Suppose E\epsilon(1)\(3)<infinity, we prove that, if E\epsilon(1)\(r)<infinity, for 1<p<2 and r>1 +p/2, then lim(epsilon SE arrow 0) epsilon(2(e-p)/(2-p)-1) Sigma(infinity)(n=1) n(r/p-2-1/p) E{\S-n\ - epsilon n(1/p)}(+) = p(2-p)/(r-p)(2r- p-2) E\Z](2(r-p)/(2-p)), where Z has a normal distribution with mean 0 and variance tau(2) = sigma(2)(Sigma(infinity)(i=-infinity)a(i))(2). (C) 2006 Elsevier B.V. All rights reserved.
引用
下载
收藏
页码:1305 / 1315
页数:11
相关论文
共 50 条
  • [21] A General Law of Precise Asymptotics for the Complete Moment Convergence
    Yong ZHANG Xiaoyun YANG Zhishan DONG School of Mathematics
    Chinese Annals of Mathematics, 2009, 30 (01) : 77 - 90
  • [22] Precise asymptotics for complete moment convergence in Hilbert spaces
    KEANG FU
    JUAN CHEN
    Proceedings - Mathematical Sciences, 2012, 122 : 87 - 97
  • [23] A general law of precise asymptotics for the complete moment convergence
    Zhang, Yong
    Yang, Xiaoyun
    Dong, Zhishan
    CHINESE ANNALS OF MATHEMATICS SERIES B, 2009, 30 (01) : 77 - 90
  • [24] Precise asymptotics for complete moment convergence in Hilbert spaces
    Fu, Keang
    Chen, Juan
    PROCEEDINGS OF THE INDIAN ACADEMY OF SCIENCES-MATHEMATICAL SCIENCES, 2012, 122 (01): : 87 - 97
  • [25] A general law of precise asymptotics for the complete moment convergence
    Yong Zhang
    Xiaoyun Yang
    Zhishan Dong
    Chinese Annals of Mathematics, Series B, 2009, 30 : 77 - 90
  • [26] Precise asymptotics for a new kind of complete moment convergence
    Liu, Weidong
    Lin, Zhengyan
    STATISTICS & PROBABILITY LETTERS, 2006, 76 (16) : 1787 - 1799
  • [27] COMPLETE CONVERGENCE OF MOVING AVERAGE PROCESSES
    LI, DL
    RAO, MB
    WANG, XC
    STATISTICS & PROBABILITY LETTERS, 1992, 14 (02) : 111 - 114
  • [28] COMPLETE CONVERGENCE OF MOVING-AVERAGE PROCESSES UNDER NEGATIVE DEPENDENCE SUB-GAUSSIAN ASSUMPTIONS
    Amini, M.
    Sani, H. R. Nili
    Bozorgnia, A.
    BULLETIN OF THE IRANIAN MATHEMATICAL SOCIETY, 2012, 38 (03) : 843 - 852
  • [29] Complete moment convergence of moving average processes for m-WOD sequence
    Lihong Guan
    Yushan Xiao
    Yanan Zhao
    Journal of Inequalities and Applications, 2021
  • [30] Complete moment convergence of moving average processes for m-WOD sequence
    Guan, Lihong
    Xiao, Yushan
    Zhao, Yanan
    JOURNAL OF INEQUALITIES AND APPLICATIONS, 2021, 2021 (01)