Forecasting inflation is an important and challenging task. In this paper we assume that the core inflation components … evolve as a multivariate local level process. This model, which is theoretically attractive for modelling inflation dynamics … estimates, as we show in a Monte Carlo exercise. In an application to euro-area inflation we find that our forecasts compare …