Chinn, Menzie David; Meunier, Baptiste; Stumpner, Sebastian - 2023
We nowcast world trade using machine learning, distinguishing between tree-based methods (random forest, gradient … across different horizons and real-time datasets. To further improve performances when forecasting with machine learning, we … learning regression. We find that both pre-selection and factor extraction significantly improve the accuracy of machine-learning …