Recently, many countries were hit by a series of macroeconomic shocks, most notably as a consequence of the COVID-19 pandemic and Russia's invasion in Ukraine, raising inflation rates to multi-decade highs and suspending well-documented macroeconomic relationships. To capture these tail events,...

This paper empirically quantifies the importance of fiscal policy in shaping the monetary policy transmission mechanism and derives implications for monetary-fiscal interactions. First, we document that a contractionary monetary policy shock, besides lowering output and prices, leads to a...

In risk assessment, numerous subfactors influence the probabilities of the main factors. These main factors reflect adverse outcomes, which are essential in risk assessment. A Bayesian network can model the entire set of subfactors and their interconnections. To assess the probabilities of all...