We propose a novel empirical structural inflation model that captures non-linear shock transmission using a Bayesian machine learning framework that combines VARs with non-linear structural factor models. Unlike traditional linear models, our approach allows for non-linear effects at all impulse...

In this paper, we exploit micro data from the ECB Survey of Professional Forecasters (SPF) to examine the link between the characteristics of macroeconomic density forecasts (such as their location, spread, skewness and tail risk) and density forecast performance. Controlling for the effects of...

We use an extensive data set of bilateral exposures on credit default swap (CDS) to estimate the impact on collateral demand of new margin and clearing practices and regulations. We decompose collateral demand for both customers and dealers into several key components, including the "velocity...

The balance sheet adjustment in the household sector was a prominent feature of the Great Recession that is widely believed to have held back the cyclical recovery of the US economy. A key question for the US outlook is therefore whether household deleveraging has ended or whether further...

Forbearance is a practice of granting concessions to troubled borrowers, typically in the form of prolongation of maturity of refinancing of the loan. While economically useful in some circumstances, it can be used by banks in order to reduce the need for provisions and conceal potential losses....

We identify a set of "rules of thumb" that characterise economic, financial and structural conditions preceding the onset of banking and currency crises in 36 advanced economies over 1970-2010. We use the Classification and Regression Tree methodology (CART) and its Random Forest (RF) extension,...

In this paper a semiparametric stochastic metafrontier approach is used to obtain insight into firm-level competitiveness in Europe. We differ from standard TFP studies at the firm level as we simultaneously allow for inefficiency, noise and do not impose a functional form on the input-output...

This paper argues that, under certain conditions, firms consider export activity as a substitute of serving domestic demand. Our econometric model for six euro area countries suggests domestic demand pressure and capacity constraint restrictions as additional variables of a properly specified...