-of-sample predictions and forecasting. We identify economic drivers of our machine learning models using a novel framework based on Shapley …

This work focuses on forecasting emerging technology trends in the insurance industry with the use of artificial … and are increasingly becoming a threat in the insurance market. Forecasting emerging technology trends can support … gain a competitive advantage and how beneficial it will be to substitute the proposed approach for conventional forecasting …

In this paper, we explore machine learning (ML) methods to improve inflation forecasting in Brazil. An extensive out …-of-sample forecasting exercise is designed with multiple horizons, a large database of 501 series, and 50 forecasting methods, including new … are relevant to forecasting inflation. The set of top forecasts often includes forecast combinations, tree-based methods …