Filtering and smoothing of state vector for diffuse state‐space models
Siem Jan Koopman, James Durbin · Journal of Time Series Analysis · 2003
Abstract. This paper presents exact recursions for calculating the mean and mean square error matrix of the state vector given the observations for the multi‐variate linear Gaussian state‐space model in the case where the initial state vector is (partially) diffuse.