A subsampling approach for large data sets when the Generalised Linear Model is potentially misspecified

Amalan Mahendran, Helen Thompson, James M. McGree

Subsampling is a computationally efficient and scalable method to draw inference in large data settings based on a subset of the data rather than needing to consider the whole data…