SSRNEconometrics & Forecasting

Interpretive Earnings Forecasts via Machine Learning: A High-Dimensional Financial Statement Data Approach

Using machine learning models and comprehensive Compustat financial statement data for earnings forecasting can yield predictions that are up to 13% more accurate than traditional linear approaches.