In this paper we develop a mixed frequency dynamic factor model featuring stochastic shifts in the volatility of both the latent common factor and the idiosyncratic components. We take a Bayesian perspective and derive a Gibbs sampler to obtain the posterior density of the model parameters. This...

We suggest the use of an index of Internet job-search intensity (the Google Index, GI) as the best leading indicator to predict the US monthly unemployment rate. We perform a deep out-of-sample forecasting comparison analyzing many models that adopt our preferred leading indicator (GI), the more...

We investigate the relationship between macroeconomic conditions and banks' balance sheets by referring to a modified version of the Bank of Italy Quarterly Model (BIQM), regularly used for forecasting and policy analysis. In particular, we examine how regulatory bank capital and private sector...

The world recession triggered by the financial crisis has impacted with extraordinary violence on economic activity in Italy.What has been the contribution of the various channels through which the crisis was transmitted to the Italian economy? What have been the effects stemming from the...

In the case of the consumer price index the importance of a seasonally adjusted measure lies in the possibility of promptly identifying turning points in inflation. The focus of this paper is the so-called "cost-of-living" index, the most used measure of Italian inflation. Our aim is to identify...

The recent empirical evidence documenting the presence of asymmetries in business cycles represents a challenge for the standard equilibrium models of real business cycle. These models successfully explain most first and second moments of the actual time series, but cannot replicate non-linear...

We obtain new evidence on the transmission of monetary policy to the economy by analyzing the effects of restrictive monetary policy shocks on Italian flows of funds over the period 1980-2002. Firms reduce their issuance of debt and their acquisitions of financial assets, so there is no evidence...

We present a new indicator of house prices in Italy, with more extensive geographical and time coverage. The new indicator now makes it possible to analyze medium- and long-term trends with satisfactory representation of the Italian housing market. It also allows for timely updating, for prompt...

We investigate the possible existence of asymmetries among Euro Area countries� reactions to the European Central Bank monetary policy. Our analysis is based on a Structural Dynamic Factor model estimated on a large panel of Euro Area quarterly variables. Although the introduction of the...

When do financial markets help in predicting economic activity? With incomplete markets, the link between financial and real economy is state-dependent and financial indicators may turn out to be useful particularly in forecasting "tail" macroeconomic events. We examine this conjecture by...