Recovery of the correlation function for a stationary case of a discrete-time stochastic process (Q1912437)

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scientific article; zbMATH DE number 876129
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Recovery of the correlation function for a stationary case of a discrete-time stochastic process
scientific article; zbMATH DE number 876129

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    Recovery of the correlation function for a stationary case of a discrete-time stochastic process (English)
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    30 May 1996
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    Let \(\xi (t)\) and \(\eta (t)\) be discrete stationary processes such that \(\eta (t) = a \xi (t) - b \xi (t - 1)\). Assume that \(|a |\neq |b |\), \(ab \neq 0\), and that \(\eta (t)\) are uncorrelated variables. Define \(\rho = a/b\) if \(|a/b |< 1\) and \(\rho = b/a\) if \(|b/a |< 1\). The authors prove that the covariance function of the process \(\xi (t)\) is \(B(n) = \text{const} \times \rho^n\) for \(n \geq 1\).
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    correlation function
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    derived process
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    original process
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