Abstract
Let {ξ i ,−∞ < i < ∞} be a doubly infinite sequence of identically distributed φ-mixing random variables with zero means and finite variances, {a i ,−∞ < i < ∞} be an absolutely summable sequence of real numbers and \(X_k = \sum\nolimits_{i = - \infty }^{ + \infty } {a_i \xi _{i + k} }\) be a moving average process. Under some proper moment conditions, the precise asymptotics are established for
where Z ∼ N (0, τ 2), τ 2 = σ 2(Σ ∞n=−∞ a i )2 and
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Supported by National Science Foundation of China (Grant No. 11171303), Specialized Research Fund for Doctor Program of Higher Education (Grant No. 20090101110020), and Foundation of Zhejiang Educational Committee (Grant No. Y201120141)
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Lin, Z.Y., Zhou, H. Precise asymptotics of complete moment convergence on moving average. Acta. Math. Sin.-English Ser. 28, 2507–2526 (2012). https://doi.org/10.1007/s10114-012-0355-1
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DOI: https://doi.org/10.1007/s10114-012-0355-1