Statistical models and expected mean squares [E(MS)] are important concepts that facilitate the extensive use of analysis of variance designs. These concepts were developed in the basic statistics area from 1939 through the 1950s. They were introduced into psychological statistics during the late 1950s and have been useful in attacking some statistical problems. Also, they simplify the teaching of ANOVA designs.