Information-Based Optimal Subdata Selection for Big Data Linear Regression

HaiYing Wang, Min Yang, John Stufken

Extraordinary amounts of data are being produced in many branches of science. Proven statistical methods are no longer applicable with extraordinary large data sets due to computat…