Optimality of circular cross-over designs balanced for first and second residuals

Abstract

The concept of circular cross-over designs balanced for first residuals (Magda, 1980) is extended to designs which allow estimation of direct effects in the presence of first and second residuals. Universal optimality of these designs over the class of designs having the same parameters is established. The universally optimal designs in this class are necessarily balanced.