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bssm (version 1.0.0)

kfilter: Kalman Filtering

Description

Function kfilter runs the Kalman filter for the given model, and returns the filtered estimates and one-step-ahead predictions of the states \(\alpha_t\) given the data up to time \(t\).

Usage

kfilter(model, ...)

Arguments

model

Model Model object.

...

Ignored.

Value

List containing the log-likelihood (approximate in non-Gaussian case), one-step-ahead predictions at and filtered estimates att of states, and the corresponding variances Pt and Ptt.

Details

For non-Gaussian models, the filtering is based on the approximate Gaussian model.

See Also

bootstrap_filter