Linear mean estimation of weakly stationary stochastic processes under the aspects of optimality and asymptotic optimality (Q1177213)

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scientific article; zbMATH DE number 20056
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Linear mean estimation of weakly stationary stochastic processes under the aspects of optimality and asymptotic optimality
scientific article; zbMATH DE number 20056

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    Linear mean estimation of weakly stationary stochastic processes under the aspects of optimality and asymptotic optimality (English)
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    26 June 1992
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    The authors consider the problem of estimating the mean of a weakly stationary process given its spectral measure. Using orthogonality polynomials, they derive explicit forms for optimal linear unbiased estimators of the mean in a wide class of such processes. They also derive forms for asymptotically optimal estimators of the mean of an ARMA process. In all cases, the asymptotic MSE is given.
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    weakly stationary process
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    spectral measure
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    orthogonal polynomials
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    explicit forms for optimal linear unbiased estimators
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    asymptotically optimal estimators
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    ARMA process
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    asymptotic MSE
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    convergence rates
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    asymptotically optimal linear unbiased mean estimators
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