Public and private sector balance sheets are an important component to any analysis of debt sustainability. A vulnerable and indebted private sector can become a sudden liability for the government; alternatively, resilient household and bank balance sheets may reveal potential sources of...

In recent years, Fund staff has prepared cross-country analyses of macroeconomic vulnerabilities in low-income countries, focusing on the risk of sharp declines in economic growth and of debt distress. We discuss routes to broadening this focus by adding several macroeconomic and macrofinancial...

We compared the predictive performance of a series of machine learning and traditional methods for monthly CDS spreads, using firms' accounting-based, market-based and macroeconomics variables for a time period of 2006 to 2016. We find that ensemble machine learning methods (Bagging, Gradient...

Labor markets in the Western Balkan countries (Albania, Bosnia and Herzegovina, Kosovo, Macedonia, Montenegro, and Serbia) are characterized by some of the highest unemployment and low employment rates in Europe. We analyze the poor labor market outcomes in these countries by comparison with the...

Labor markets in the Western Balkan countries (Albania, Bosnia and Herzegovina, Kosovo, Macedonia, Montenegro, and Serbia) are characterized by some of the highest unemployment and low employment rates in Europe. We analyze the poor labor market outcomes in these countries by comparison with the...