Optimal designs with a single two-level factor and n autocorrelated observations

Abstract

The problem of finding an optimal design with a single two-level factor and n observations, under the presence of correlation between errors, is considered. Assuming errors following a first order autoregressive model, the exact D- and A- optimal designs for the distinct cases of positive and negative correlation were found and their optimality was proved explicitly.