논문KCI 등재
Complete moment convergence of moving average processes with dependent innovations
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주제분류수학
초록
Let {Yi;-∞<i<∞} be a doubly infinite sequence of identically distributed and Φ-mixing random variables with zero means and finite variances and {ai;-∞< i < ∞} an absolutely summable sequence of real numbers. In this paper, we prove the complete moment convergence of [수식] under some suitable conditions.
Abstract
Let {Yi;-∞<i<∞} be a doubly infinite sequence of identically distributed and Φ-mixing random variables with zero means and finite variances and {ai;-∞< i < ∞} an absolutely summable sequence of real numbers. In this paper, we prove the complete moment convergence of [수식] under some suitable conditions.
참고문헌 (9)
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- I. A. Ibragimov, "Some limit theorems for stationary processes", Teoriya Veroyatnostei ee Primeneniya, 7, pp.361~392 (1962)
- D. L. Li, "Complete convergence of moving average processes", Statistics & Probability Letters, 14(2), pp.111~114 (1992)
- Y. X. Li, "Complete moment convergence of moving-average processes under dependence assumptions", Statistics & Probability Letters, 70(3), pp.191~197 (2004)
- H. Y. Liang, "Complete convergence for weighted sums of negatively associated random variables", Statistics & Probability Letters, 46(4), pp.317~325 (2000)
- Q. M. Shao, "Almost sure invariance principles for mixing sequences of random variables", Stochastic Processes and their Applications, 48(2), pp.319~334 (1993)
- L. X. Zhang, "Complete convergence of moving average processes under dependence assumptions", Statistics & Probability Letters, 30(2), pp.165~170 (1996)
관련 논문AI추천
ON THE COMPLETE MOMENT CONVERGENCE OF MOVING AVERAGE PROCESSES GENERATED BY ρ*-MIXING SEQUENCES고미화, 김태성, 류대희대한수학회 · 대한수학회논문집2008 · 제23권 제4호On complete convergence for weighted sums of i.i.d. random variables with application to moving average processesSoo Hak Sung대한수학회 · 대한수학회보2009 · 제46권 제4호PRECISE ASYMPTOTICS FOR THE MOMENT CONVERGENCE OF MOVING-AVERAGE PROCESS UNDER DEPENDENCEKe-Ang Fu, Qing-Pei Zang대한수학회 · 대한수학회보2010 · 제47권 제3호PRECISE ASYMPTOTICS OF MOVING AVERAGE PROCESS UNDER Φ-MIXING ASSUMPTIONJie Li대한수학회 · 대한수학회지2012 · 제49권 제2호ON COMPLETE CONVERGENCE AND COMPLETE MOMENT CONVERGENCE FOR A CLASS OF RANDOM VARIABLESXuejun Wang, Yi Wu대한수학회 · 대한수학회지2017 · 제54권 제3호On the strong law of large numbers for weighted sums of arrays of rowwise negatively dependent random variables백종일, 서혜영, 최정열, Gil-Hwan Lee대한수학회 · 대한수학회지2009 · 제46권 제4호
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