A Gentle Introduction to Optimal Design for Regression Models

Abstract
This article demonstrates and underscores the equivalence between a variance-maximization exercise and the methodology involved in obtaining and verifying the optimal design for a key model function. It thus provides an alternate solution to the variance exercise as well as a means to introduce and illustrate the concepts of optimal design theory and practice in a simple and clear manner.