Chang, Yoosoon; Miller, J. Isaac; Park, Joon Y. - Department of Economics, Rice University - 2005
This paper investigates the statistical properties of the Kalman filter for state space models including integrated time series. In particular, we derive the full asymptotics of maximum likelihood estimation for some prototypical class of such models, i.e., the models with a single latent common...