A new research paper shows the approach performs significantly better than the random-walk forecasting method.

A recent study, “Picking Winners in Factorland: A Machine Learning Approach to Predicting Factor Returns,” set out to answer a critical question: Can machine learning techniques improve the prediction ...

Machine learning reduces friction at every stage of a business, whether you’re coming up with new product ideas or getting the goods delivered to the client. It increases business efficiency, improves ...

The models use three categories of variables as features: industry classification, firm fundamentals (including sales, total assets, non-current assets, property, plant, and equipment, and the number ...