On the Asymptotic Distributions of Partial Sums of Functionals of Infinite-Variance Moving Averages

On the Asymptotic Distributions of Partial Sums of Functionals of Infinite-Variance Moving Averages
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关于无限方差移动平均函数的部分和的渐近分布

DOI:
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发表时间:
1999
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通讯作者:
T. Hsing
T. Hsing
中科院分区:
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文献类型:
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作者:
T. Hsing

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研究了部分和S N=ΣNn=1[K(Xn)-EK(Xn)],AS N→的渐近分布,其中{Xn}是移动平均稳定过程,K是有界可测函数.结果表明,S N服从中心或非中心极限定理,这取决于移动平均系数趋近于0的速率。
This paper investigates the asymptotic distribution of the partial sum S N = Σ N n=1 [K (X n ) - EK (X n )], as N → , where {X n } is a moving average stable process and K is a bounded and measurable function. The results show that S N follows a central or non-central limit theorem depending on the rate at which the moving average coefficients tend to 0.