Robustness of response surface designs to missing data

Abstract

In this paper, minimax loss response surface designs are constructed. These designs are more robust to one missing design point than the original designs. The proposed designs are compared with the designs in the literature, and they are better in terms of loss and number of runs. Moreover, the new suggestion for the value of α generates designs not only with less losses but also with higher D-efficiency.