Socio-economic data mining has a great potential in terms of gaining a better understanding of problems that our economy and society are facing, such as financial instability, shortages of resources, or conflicts. Without large-scale data mining, progress in these areas seems hard or impossible....

Financial crises pose unique challenges for forecast accuracy. Using the IMF's Monitoring of Fund Arrangement (MONA) database, we conduct the most comprehensive evaluation of IMF forecasts to date for countries in times of crises. We examine 29 macroeconomic variables in terms of bias,...

Federal Open Market Committee (FOMC) decisions rely on economic forecasts from the Federal Reserve Board (FRB) staff. This paper analyzes the forecasts of GDP growth, inflation, and unemployment by the FRB staff and the FOMC from 2009 through 2016. Forecasts for the current year are positively...

This paper looks at the term-structure literature to identify early signs predicting recessionary patterns in the U.S. and other developed economies. Based on the NBER and ECRI recession dates, we define the probability of recession as a function of the traditional yield spread plus a...

This article shows how the recovery of inflation in 2009-10 occurred precisely at the only time (since 1985) the models would predict disinflation, i.e., inflation went up when the models said it should go down

We develop an agent-based model for the euro area that fulfils widely recommended requirements for nextgeneration macroeconomic models by i) incorporating financial frictions, ii) relaxing the requirement of rational expectations, and iii) including heterogeneous agents. Using macroeconomic and...

The global recession of 2008-09 led to monetary and fiscal policy responses by central banks and government authorities that were often unconventional in size and scope. A study of expansionary measures employed during the recession suggests that overall, the policies were likely effective in...