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On the Complete Convergence of Moving Average Process with Banach Space Valued Random Elements
Authors:Tae-Sung Kim  Mi-Hwa Ko
Institution:(1) Department of Mathematics, WonKwang University, 570-749 Iksan, Republic of Korea
Abstract:Let {Y i ;−∞<i<∞} be a doubly infinite sequence of independent random elements taking values in a separable real Banach space and stochastically dominated by a random variable X. Let {a i ;−∞<i<∞} be an absolutely summable sequence of real numbers and set V i =∑ k=−∞ a i+k Y i ,i≥1. In this paper, we derive that if $n^{-\frac{1}{\mu}}\sum_{i=1}^{n}V_{i}\rightarrow^{p}0$ and E|X| μ log  ρ |X|<0, for some μ (0<μ<2, μ≠1) and ρ>0 then $\sum_{n=1}^{\infty}n^{-1}P\{\|\sum_{i=1}^{n}V_{i}\|>\epsilon n^{\frac{1}{\mu}}\}<\infty$ for all ε>0. This work was partially supported by the Korean Research Foundation Grant funded by the Korean Government (KRF-2006-353-C00006, KRF-2006-251-C00026).
Keywords:Banach space valued random elements  Complete convergence  Rate of convergence  Convergence in probability  Moving average processes
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