On the Complete Convergence of Moving Average Process with Banach Space Valued Random Elements |
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Authors: | Tae-Sung Kim Mi-Hwa Ko |
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Affiliation: | (1) Department of Mathematics, WonKwang University, 570-749 Iksan, Republic of Korea |
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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 and E|X| μ log ρ |X|<0, for some μ (0<μ<2, μ≠1) and ρ>0 then 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). |
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Keywords: | Banach space valued random elements Complete convergence Rate of convergence Convergence in probability Moving average processes |
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