Penalized estimation in large-scale generalized linear array models

Adam Lund, Martin Vincent, Niels Richard Hansen

Large-scale generalized linear array models (GLAMs) can be challenging to fit. Computation and storage of its tensor product design matrix can be impossible due to time and memory…