-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting … -- 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 …

This book highlights research on the behavioral biases affecting judgmental accuracy in judgmental forecasting and … possible to use predictive analytics to exploit highly complex (big) data resources. Consequently, modern forecasting … that in the majority of industry contexts, human judgment remains an indispensable component of the managerial forecasting …