The aim of this paper is to make a comparison between survey and time series-based estimates of capacity utilization for the Italian manufacturing sector. The comparison is focused on the actual economic crisis. Two kinds of empirical evaluation are implemented: the ability of the series to...

We propose a parsimonious semiparametric method for macroeconomic forecasting during episodes of sudden changes. Based on the notion of clustering and similarity, we partition the time series into blocks, search for the closest blocks to the most recent block of observations, and with the...