Central banks

Multivariate uncertainty and distributional transmission

Macroeconomic policy increasingly requires assessments of risk rather than point forecasts alone. This paper develops a framework to compute impulse responses for scenario probabilities and the full predictive distribution of macroeconomic outcomes. The approach combines a regime-dependent mixture VAR with endogenous state probabilities and heteroskedastic shock identification, complemented by sparse sign and narrative restrictions.

Multivariate uncertainty and distributional transmission

Macroeconomic policy increasingly requires assessments of risk rather than point forecasts alone. This paper develops a framework to compute impulse responses for scenario probabilities and the full predictive distribution of macroeconomic outcomes. The approach combines a regime-dependent mixture VAR with endogenous state probabilities and heteroskedastic shock identification, complemented by sparse sign and narrative restrictions.

Connecting payment systems, linking economies

Cross-border payments are often slow and costly with many regions underserved by current arrangements. In line with the G20 Roadmap for Enhancing Cross-border Payments, several countries and regions, including the euro area, are working to interlink their domestic fast payment systems as a way to improve speed, cost and transparency. Econometric evidence suggests that countries with interlinked systems trade about 4% more with each other – around half of the effect of a trade agreement and a quarter of the effect of a common currency.

Scaling up European firms: the case for an EU company law regime to unlock cross-border investment, innovation and growth

Europe’s competitiveness challenge is increasingly recognised as a scale-up challenge. Firms expanding across the Single Market continue to face regulatory burdens and legal fragmentation throughout their life cycle, increasing the cost and complexity of cross-border operations. This article examines how these barriers affect the ability of firms to scale up and assesses the extent to which the European Commission’s proposal for an optional European corporate form (EU Inc.) could help firms.

Which countries are most vulnerable to the industrial rise of China? Mapping Europe’s uneven exposure

This box discusses the heterogeneous impact on EU countries of China’s rapid industrial transformation, which is reshaping global trade patterns. The similarity between the export structures of China and several EU countries has increased substantially since 2019, particularly in machinery and transport equipment, and is most pronounced in manufacturing-intensive economies, such as Germany. At the same time, China’s goods imports have become less aligned with EU export structures, illustrating China’s decreased reliance on European industrial goods.

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