The Great Recession and the subsequent period of subdued GDP growth in most advanced economies have highlighted the need for macroeconomic forecasters to account for sudden and deep recessions, periods of higher macroeconomic volatility, and fluctuations in trend GDP growth. In this paper, we...

Following Chairman Ben Bernanke’s comments before Congress that the FOMC may ‘take a step down in the pace of asset purchases if economic improvement appears to be sustained’, US 10-year interest rates picked up sharply and gross capital flows to emerging market economies (EMEs) reversed....

The present paper develops Adaptive Trees, a new machine learning approach specifically designed for economic forecasting. Economic forecasting is made difficult by economic complexity, which implies non-linearities (multiple interactions and discontinuities) and unknown structural changes (the...