Financial markets are central to the transmission of uncertainty shocks. This paper documents a new aspect of the interaction between the two by showing that uncertainty shocks have radically different macroeconomic implications depending on the state financial markets are in when they occur....

The aim of this handbook is to introduce key topics in Bayesian econometrics from an applied perspective. The handbook assumes that readers have a fair grasp of basic classical econometrics (e.g. maximum likelihood estimation).  It is recommended that readers familiarise themselves with...

The dynamics of the US economy are modelled using a time-varying structural vector autoregression that incorporates information from the yield curve. We find important changes in the dynamics of macroeconomic variables such as inflation and the federal funds rate. In addition our results suggest...

We show the importance of a dynamic aggregation bias in accounting for the PPP puzzle. We prove that the aggregate real exchange rate is persistent because its components have heterogeneous dynamics. Established time series and panel methods fail to control for this. Using Eurostat data, we find...

This paper assesses various capital and labor adjustment costs functions estimating a general equilibrium framework with Bayesian methods using US aggregate data. The estimation finds that the adjustment costs are convex in both capital and labor and allowing for their joint interaction is...

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

In this paper, we provide evidence that fat tails and stochastic volatility can be important in improving in-sample fit and out-of-sample forecasting performance. Specifically, we construct a VAR model where the orthogonalised shocks feature Student’s t distribution and time-varying variance....

Does the transmission of economic policies and structural shocks vary with the state of the economy? We answer this question using a strategy based on quantile regressions, which account for both endogeneous regressors and state-dependent parameters. An application to U.S. real activity and...

This paper estimates the impact on the US economy of four types of uncertainty about (i) government spending, (ii) tax changes, (iii) public debt sustainability and (iv) monetary policy. Following a one standard deviation shock, uncertainty about debt sustainability has the largest and most...