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Time series: theory and methods. - MaRDI portal

Time series: theory and methods. (Q1188830)

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scientific article; zbMATH DE number 49549
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English
Time series: theory and methods.
scientific article; zbMATH DE number 49549

    Statements

    Time series: theory and methods. (English)
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    17 September 1992
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    [For the review of the first, 1987 - edition see Zbl 0604.62083.] This edition contains a large number of additions and corrections scattered throughout the text, including the incorporation of a new chapter on state-space models. The companion diskette for the IBM PC has expanded into the software package ITSM: An Interactive Time Series Modelling Package for the PC, which includes a manual and can be ordered from Springer-Verlag.
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    autocovariance function
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    Hilbert space theory
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    stationary ARMA processes
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    spectral representation
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    prediction
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    best linear predictors
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    estimation problems in time domain
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    ARMA models
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    identification
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    ARIMA models
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    multivariate time series
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    cross-spectrum
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    vector ARMA models
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    Kalman filtering
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    transfer function
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    missing observations
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    state-space models
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    software package ITSM
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    Interactive Time Series Modelling Package
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