Scientific Research Publishing

Comparative Analytics of Machine Learning and Traditional Models in Mortgage Credit Risk: Evidence from Freddie Mac Data ()

This paper compares the performance of traditional models and machine learning (ML) models for mortgage credit risk ...
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...