McCausland, William J.; Miller, Shirley; Pelletier, Denis - Department of Economics, Poole College of Management - 2007
We introduce a new method for drawing state variables in Gaussian state space models from their conditional distribution given parameters and observations. Unlike standard methods, our method does not involve Kalman filtering. We show that for some important cases, our method is computationally...