Browse > Article
http://dx.doi.org/10.4134/CKMS.2008.23.4.597

ON THE COMPLETE MOMENT CONVERGENCE OF MOVING AVERAGE PROCESSES GENERATED BY ρ*-MIXING SEQUENCES  

Ko, Mi-Hwa (INSTITUTE OF BASIC NATURAL SCIENCE WONKWANG UNIVERSITY)
Kim, Tae-Sung (INSTITUTE OF BASIC NATURAL SCIENCE WONKWANG UNIVERSITY)
Ryu, Dae-Hee (DEPARTMENT OF COMPUTER SCIENCE CHUNGWOON UNIVERSITY)
Publication Information
Communications of the Korean Mathematical Society / v.23, no.4, 2008 , pp. 597-606 More about this Journal
Abstract
Let {$Y_{ij}-{\infty}\;<\;i\;<\;{\infty}$} be a doubly infinite sequence of identically distributed and ${\rho}^*$-mixing random variables with zero means and finite variances and {$a_{ij}-{\infty}\;<\;i\;<\;{\infty}$} an absolutely summable sequence of real numbers. In this paper, we prove the complete moment convergence of {${\sum}^n_{k=1}\;{\sum}^{\infty}_{i=-{\infty}}\;a_{i+k}Y_i/n^{1/p}$; $n\;{\geq}\;1$} under some suitable conditions. We extend Theorem 1.1 of Li and Zhang [Y. X. Li and L. X. Zhang, Complete moment convergence of moving average processes under dependence assumptions, Statist. Probab. Lett. 70 (2004), 191.197.] to the ${\rho}^*$-mixing case.
Keywords
moving average process; complete moment convergence; ${\rho}^*$-mixing; moment inequality;
Citations & Related Records
연도 인용수 순위
  • Reference
1 C. W. Bryc and W. Smolenski, Moment conditions for almost sure convergence of weakly correlated random variables, Proc. Amer. Math. Soc. 119 (1993), 629-635   DOI   ScienceOn
2 R. M. Burton and H. Dehling, Large deviation for some weakly dependent random process, Statist. Probab. Lett. 9 (1990), 397-401   DOI   ScienceOn
3 Y. S. Chow, On the rate of moment convergence of sample sums and extremes, Bull. Inst. Math. Acad. Sinica 16 (1988), 177-201
4 I. A. Ibragimov, Some limit theorems for stationary processes, Theory Probab. Appl. 7 (1962), 349-382   DOI
5 D. L. Li, M. B. Rao, and X. C.Wang, Complete convergence of moving average processes, Statist. Probab. Lett. 14 (1992), 111-114   DOI   ScienceOn
6 H. Y. Liang, Complete convergence for weighted sums of negatively associated random variables, Statist. Probab. Lett. 48 (2000), 317-325   DOI   ScienceOn
7 C. Miller, Three theorems on $\rho$*-mixing random fields, J. Theor. Probab. 7 (1994), 867-882   DOI
8 M. Peligrad and A. Gut, Almost sure results for a class of dependent random variables, J. Theor. Prob. 12 (1999), 87-104   DOI
9 L. X. Zhang, Complete convergence of moving average processes under dependence assumptions, Statist. Probab. Lett. 30 (1996), 165-170   DOI   ScienceOn
10 J. I. Baek, T. S. Kim, and H. Y. Liang, On the convergence of moving average processes under dependent conditions, Aust. N. Z. J. Statist. 45 (2003), 331-342   DOI   ScienceOn
11 R. C. Bradley, Equivalent mixing conditions for random fields, Ann. Probab. 21 (1993), 1921-1926   DOI   ScienceOn
12 Y. X. Li and L. X. Zhang, Complete moment convergence of moving average processes under dependence assumptions, Statist. Probab. Lett. 70 (2004), 191-197   DOI   ScienceOn