The debate on the forecasting ability in economics of non-linear models has a long history, and the Great Recession … provides us with an opportunity for a re-assessment of the forecasting performance of several classes of non-linear models … period. In spite of this result, non-linear models enable to improve forecast accuracy in almost 40% of cases. Especially …