Identifying important predictors in large data bases -- multiple testing and model selection

Malgorzata Bogdan, Florian Frommlet

This is a chapter of the forthcoming Handbook of Multiple Testing. We consider a variety of model selection strategies in a high-dimensional setting, where the number of potential…