Forecasting time series by functional PCA. Discussion of several weighted approaches (Q1979102)

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scientific article; zbMATH DE number 1452448
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Forecasting time series by functional PCA. Discussion of several weighted approaches
scientific article; zbMATH DE number 1452448

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    Forecasting time series by functional PCA. Discussion of several weighted approaches (English)
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    24 May 2000
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    The authors study continuous time series that have been observed only at discrete time points. A weighted estimation of the principal components is applied to forecast such time series. Several approaches are used to model and forecast a simulated narrow-band process by using different types of weighting functions. The model is compared with multivariate principal component regression models.
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    time series
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    principal components
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    orthogonal expansions
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    weighted functional estimation
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    interpolating splines
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