Optimal Subsampling Approaches for Large Sample Linear Regression

Rong Zhu, Ping Ma, Michael W. Mahoney +1

A significant hurdle for analyzing large sample data is the lack of effective statistical computing and inference methods. An emerging powerful approach for analyzing large sample…