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The diffuse Kalman filter - MaRDI portal

The diffuse Kalman filter (Q1175397)

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scientific article; zbMATH DE number 11547
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English
The diffuse Kalman filter
scientific article; zbMATH DE number 11547

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    The diffuse Kalman filter (English)
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    25 June 1992
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    A state is said to be diffuse if its covariance matrix is arbitrarily large. Using a modified form of the Kalman filter, necessary and sufficient conditions for the existence of diffuse constructs are obtained. Applications to likelihood evaluation, diffuse prediction and diffuse smoothing are given.
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    diffuse state
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    state space models
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    minimum mean square estimation
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    arbitrarily large covariance matrix
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    state estimation
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    smoothing
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    nonstationarity
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    modified form of the Kalman filter
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    likelihood evaluation
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    diffuse prediction
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    diffuse smoothing
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