Building regression models: the importance of graphics

Abstract In this paper the importance of graphical methods in simple and multiple regression analysis is discussed. It is argued that a graphically oriented approach has considerable pedagogic advantages in the exposition of simple and multiple regression. It is also shown that graphical methods may play a central role in the process of building regression models. These points are illustrated with a variety of data sets.