Fitting High-Dimensional Interaction Models with Error Control

Kory D. Johnson, Robert A. Stine, Dean P. Foster

There is a renewed interest in polynomial regression in the form of identifying influential interactions between features. In many settings, this takes place in a high-dimensional…