2 papers
stat.ME2025
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…
stat.ME2022
A model robust sub-sampling approach for Generalised Linear Models in Big data settings
Amalan Mahendran, Helen Thompson, James M. McGree
In today's modern era of Big data, computationally efficient and scalable methods are needed to support timely insights and informed decision making. One such method is sub-samplin…