Asymptotic distribution of spectral estimates of Ito-Wiener integrals (Q1057584)

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scientific article; zbMATH DE number 3898008
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Asymptotic distribution of spectral estimates of Ito-Wiener integrals
scientific article; zbMATH DE number 3898008

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    Asymptotic distribution of spectral estimates of Ito-Wiener integrals (English)
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    1984
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    Let \(\xi_ t\), \(t\in {\mathbb{Z}}\), be a stationary sequence expressed as an n-tuple Ito-Wiener integral with respect to random spectral measure of stationary Gaussian process \(X_ t\). It is assumed that \(X_ t\) has bounded spectral density and the weight function \(\phi\) in the expression of \(\xi_ t\) belongs to \(L_ 4([-\pi,\pi]^ n)\). The asymptotic normality of the spectral estimates of \(\xi_ t\) is proved. The case \(\xi_ t=H(X_ t)\), where \(H: R^ 1\to R^ 1\) is a given function, is also considered. Similar problems were considered earlier by R. Bentkus, G. Maruyama, I. Zhurbenko.
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    stationary sequence
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    Ito-Wiener integral
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    random spectral measure of stationary Gaussian process
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    bounded spectral density
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    asymptotic normality of the spectral estimates
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