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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 1965 Volume 10, Issue 3, Pages 536–539 (Mi tvp550)

Short Communications

On the second moments of an estimate of the spectral function

M. P. Shaifer

Leningrad

Abstract: A real stationary stochastic process $\{x_n\}$, $x_n=\sum_{k=-\infty}^\infty a_k\xi_{k+n}$ where $\xi_k$ are equally distributed independent random variables with $\mathbf E\xi_0=0$, $\mathbf E\xi_0^2=1$, $\mathbf E\xi_0^4<\infty$ and $\sum_{k=-\infty}^\infty a_k^2<\infty$ is considered. The asymptotic properties of the expression
$$ \operatorname{cov}\biggl(\int_{-\pi}^\pi T_1(\lambda)Y_N(\lambda)\,d\lambda,\ \int_{-\pi}^\pi T_2(\lambda)Y_N(\lambda)\,d\lambda\biggr) $$
where
$$ Y_N(\lambda)=\frac1{2\pi N}\biggl|\sum_{j=1}^Nx_je^{i\lambda j}\biggr|^2 $$
and $\operatorname{Var}T_i(\lambda)<\infty$ ($i=1,2$) are investigated.

Received: 08.09.1964


 English version:
Theory of Probability and its Applications, 1965, 10:3, 487–489

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