Varneskov, Rasmus Tangsgaard; Perron, Pierre - School of Economics and Management, University of Aarhus - 2011
We propose a parametric state space model with accompanying estimation and forecasting framework that combines long memory and level shifts by decomposing the underlying process into a simple mixture model and ARFIMA dynamics. The Kalman filter is used to construct the likelihood function after...