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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)

  1. J. I. Baek, "On the convergence of moving average processes under dependent conditions", Australian & New Zealand Journal of Statistics, 45(3), pp.331~342 (2003)
  2. R. M. Burton, "Large deviations for some weakly dependent random processes", Statistics & Probability Letters, 9(5), pp.397~401 (1990)
  3. Y. S. Chow, "On the rate of moment convergence of sample sums and extremes", BULLETIN of the Institute of Mathematics. Academia Sinica, 16(3), pp.177~201 (1988)
  4. I. A. Ibragimov, "Some limit theorems for stationary processes", Teoriya Veroyatnostei ee Primeneniya, 7, pp.361~392 (1962)
  5. D. L. Li, "Complete convergence of moving average processes", Statistics & Probability Letters, 14(2), pp.111~114 (1992)
  6. Y. X. Li, "Complete moment convergence of moving-average processes under dependence assumptions", Statistics & Probability Letters, 70(3), pp.191~197 (2004)
  7. H. Y. Liang, "Complete convergence for weighted sums of negatively associated random variables", Statistics & Probability Letters, 46(4), pp.317~325 (2000)
  8. Q. M. Shao, "Almost sure invariance principles for mixing sequences of random variables", Stochastic Processes and their Applications, 48(2), pp.319~334 (1993)
  9. L. X. Zhang, "Complete convergence of moving average processes under dependence assumptions", Statistics & Probability Letters, 30(2), pp.165~170 (1996)

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