Can we use newspaper articles to forecast economic activity? Our answer is yes and, to this end, we propose a brand new economic dictionary in Italian with valence shifters, and we apply it to a corpus of about two million articles from four popular newspapers. We produce a set of high-frequency...

The paper develops an early warning system to identify banks that could face liquidity crises. To obtain a robust system for measuring banks’ liquidity vulnerabilities, we compare the predictive performance of three models – logistic LASSO, random forest and Extreme Gradient Boosting – and...

he paper assesses the effects of increasing competition in the service sector in Italy which, based on cross-country comparisons, is the OECD country with the highest markups in non-manufacturing industries. We propose a two-region (Italy and the rest of the euro area) dynamic general...

This paper investigates possible non-linearities in the response of bank lending to monetary policy shocks in the euro area. The credit market is modeled over the period 1985-2005 by means of an Asymmetric Vector Error Correction Model (AVECM) involving four endogenous variables (loans to the...

The paper estimates a closed-economy medium-scale model for the United States and the euro area to assess the current level of the natural rate of interest and shed light on its drivers. The dynamics of the model are driven by permanent and transitory shocks that bear some connection to the...

This paper evaluates the direct and indirect effects of the sovereign debt crisis on Italy's potential output. The direct effects are captured by the increase in the interest rate paid by Italian borrowers in the second half of 2011, the indirect effects by the policy responses to the crisis...

We assess the short- and medium-term macroeconomic effects of competition-friendly reforms in the service sector when the monetary policy rate is stuck at the zero lower bound (ZLB) in a monetary union. We calibrate a large-scale multi-country multi-sector dynamic general equilibrium model to...

We assess the global macroeconomic implications of different strategies of official reserve management by developing a large scale new-Keynesian dynamic general equilibrium model of the world economy, calibrated on the euro area, the United States, China, Japan and the rest of the world. An...

Based on a structural VAR and a dynamic general equilibrium model, we provide evidence of the changes in the monetary transmission mechanism (MTM) in the European Monetary Union after the adoption of the common currency in 1999. The estimation of a Bayesian VAR over the periods before and after...

An important concern for the European Central Bank (ECB), and all central banks alike, is the necessity of making decisions in real time under conditions of great uncertainty about the underlying state of the economy. We address this concern by estimating on real-time data a New Keynesian model...