-- Part II. The status of machine learning methods for time series and new products forecasting -- 3. Forecasting with … Forecasting -- Part III. Global forecasting models -- 5. Forecasting in Big Data with Global Forecasting Models -- 6. How to … leverage data for Time Series Forecasting with Artificial Intelligence models: Illustrations and Guidelines for Cross …

This paper contributes a multivariate forecasting comparison between structural models and Machine-Learning-based tools … Greenbook and SPF forecasts. Model estimation and forecasting is based on an expanding window scheme using quarterly U.S. real … results indicate that nonlinear data-driven ANNs are a useful method when it comes to macroeconomic forecasting. …