In this paper we propose a methodology to estimate a dynamic factor model on data sets with an arbitrary pattern of missing data. We modify the Expectation Maximisation (EM) algorithm as proposed for a dynamic factor model by Watson and Engle (1983) to the case with general pattern of missing...

This paper describes how we constructed a real-time database for the euro area covering more than 200 series regularly published in the European Central Bank Monthly Bulletin, as made available ahead of publication to the Governing Council members before their first meeting of the month. We...

This paper proposes a methodology to nowcast and forecast inflation using data with sampling frequency higher than monthly. The nowcasting literature has been focused on GDP, typically using monthly indicators in order to produce an accurate estimate for the current and next quarter. This paper...

This paper provides a discussion of methodological issues relating to the estimation of the long-run relationship between exchange rates and fundamentals for Central and Eastern European acceding countries, focusing on the so-called behavioural equilibrium exchange rate (BEER) approach. Given...

This paper analyses the impact of productivity developments in the United States and the euro area on the euro-dollar exchange rate. The paper presents a new measure of relative average labour productivity (ALP), which does not suffer from the biases implicit in readily available relative ALP...

This paper examines the long-run determinants of the euro-yen exchange rate. Using cointegration analysis, we find a consistent and significant relationship between the real exchange rate and relative productivity, the net foreign asset position, relative government spending and terms of trade...

In this paper we examine linkages across non-energy commodity price developments by means of a factor-augmented VAR model (FAVAR). From a set of non-energy commodity price series, we extract two factors, which we identify as common trends in metals and a food prices. These factors are included...

We explain the role of the Phillips Curve at the ECB in the analysis of the economic outlook and the formulation of monetary policy. First, revisiting the structural Phillips Curve, we highlight the challenges in recovering structural parameters from reduced-form estimates and relate the...

We explain the role of the Phillips Curve in the analysis of the economic outlook and the formulation of monetary policy at the ECB. First, revisiting the structural Phillips Curve, we highlight the challenges in recovering structural parameters from reduced-form estimates and relate the...

We explain the role of the Phillips Curve in the analysis of the economic outlook and the formulation of monetary policy at the ECB. First, revisiting the structural Phillips Curve, we highlight the challenges in recovering structural parameters from reduced-form estimates and relate the...