"The envisaged achievement of this project is to perform groundbreaking work in the optimal design of experiments for estimating variance components in random effects models and for the joint estimation of fixed effects and variance components in mixed effects models, in general, and split-plot, strip-plot and split-split-plot models, in particular. The design of experiments for an efficient estim ...