Intuition suggests that combinations of positively correlated estimates of a quantity have greater variances than combinations of independent estimates of the quantity.In this note we identify circumstances under which best linear unbiased estimators (BLUEs) based on positively correlated measurements are superior to BLUEs based on independent measures.