) estimates are equivalent to GLS estimates. These designs are called equivalent-estimation designs. As an alternative to these … model that is appropriate given the split-plot structure. We explore the relationship between equivalent-estimation and D …-optimal split-plot designs for a second-order response surface model and propose an algorithm for generating D-efficient equivalent-estimation …