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Maximum likelihood type estimation for nearly nonstationary autoregressive time series - MaRDI portal

Maximum likelihood type estimation for nearly nonstationary autoregressive time series (Q1178936)

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scientific article; zbMATH DE number 23614
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English
Maximum likelihood type estimation for nearly nonstationary autoregressive time series
scientific article; zbMATH DE number 23614

    Statements

    Maximum likelihood type estimation for nearly nonstationary autoregressive time series (English)
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    26 June 1992
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    non-Gaussian time series
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    nearly nonstationary first-order autoregression
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    sequence of autoregressive processes
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    i.i.d. mean zero shocks
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    maximum likelihood type estimators
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    \(M\) estimators
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    score function
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    limiting distribution
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    stochastic integrals
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    shock density
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    minimizing asymptotic mean squared error
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    maximum likelihood score
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    least squares score
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    asymptotic efficiency
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