by Thomas Schmelter, Rainer Schwabe.
Series: 2006-42, Preprints
In the one-sample case standard optimal designs retain their optimality even if a random intercept is present. However, in a multi-sample situation the variability of the intercept may substantially influence the choice of the optimal design.
optimal design, random intercept, random block effect, treatment comparison