Package dev.nm.stat.dlm.multivariate
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Class Summary Class Description MultivariateDLM This is the multivariate controlled DLM (controlled Dynamic Linear Model) specification.MultivariateDLMSeries This is a simulator for a multivariate controlled dynamic linear model process.MultivariateDLMSeries.Entry This is theTimeSeries.Entry
for a multivariate DLM time series.MultivariateDLMSim This is a simulator for a multivariate controlled dynamic linear model process.MultivariateDLMSim.Innovation a simulated innovationMultivariateLinearKalmanFilter The Kalman filter, also known as linear quadratic estimation (LQE), is an algorithm which uses a series of measurements observed over time, containing noise (random variations) and other inaccuracies, and produces estimates of unknown variables that tend to be more precise than those that would be based on a single measurement alone.MultivariateObservationEquation This is the observation equation in a controlled dynamic linear model.MultivariateStateEquation This is the state equation in a controlled dynamic linear model.