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Teoriya Veroyatnostei i ee Primeneniya, 1977, Volume 22, Issue 1, Pages 131–136
(Mi tvp3125)
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This article is cited in 2 scientific papers (total in 2 papers)
Short Communications
On subordinated processes
T. N. Siraya Leningrad
Abstract:
Second order processes $x(t)$, $y(t)$ ($t\in T\subset R^1$) are considered as curves in the Hilbert space $\mathscr H=\{\xi\colon \mathbf E\xi=0,\mathbf E|\xi|^2<\infty\}$. The process $y(t)$ is subordinated to $x(t)$ if $H(y)\subset H(x)$, where $H(x)\subset \mathscr H$ is the closed linear span of the random variables $x(t)$, $t\in T$.
Theorem 1. {\it Let processes $x(t)$ and $y(t)$, $t\in T$, have correlation functions $R(s,t)$ and $B(s,t)$, and $\Phi(s,t)=\mathbf Ex(t)\overline{y(t)}$ be their cross-correlation function.
The process $y(t)$ is subordinated to $x(t)$, if and only if the functions $F_t=\overline{\Phi(\cdot,t)}$ belong to the Hilbert space $H(R)$ with the reproducing kernel $R(s,t)$, and their scalar products in $H(R)$ are $\langle F_s,F_t\rangle_R=B(s,t)$.}
An analogous result holds for generalized processes.
Representations of a process as the sum of two orthogonal processes, subordinated to it, are also considered.
Received: 12.01.1976
Citation:
T. N. Siraya, “On subordinated processes”, Teor. Veroyatnost. i Primenen., 22:1 (1977), 131–136; Theory Probab. Appl., 22:1 (1977), 129–133
Linking options:
https://www.mathnet.ru/eng/tvp3125 https://www.mathnet.ru/eng/tvp/v22/i1/p131
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