New test helps ensure accurate regression models for better predictions.
The article tests if a certain way of transforming data in regression models is a good fit. They use a method that compares a flexible transformation with a fixed one. The study shows that the test works well under different scenarios and suggests using a bootstrap method for practical application. The research also identifies ways to tell if the fixed transformation is close to the best one for the data.