The role of economic judgement in enhancing machine learning models for recession prediction: Insights from 20 OECD countries
Accurately forecasting recessions remains a critical issue in macroeconomic analysis. This column introduces a new machine learning algorithm to predict recession risks for 20 OECD countries over quarterly horizons up to two years. The Doombot algorithm tests many combinations of financial and business cycle variables, but also imposes restrictions consistent with basic macroeconomic logic. The […]