By using the tool for finding influential cases in regression, we investigate the properties of three types of diagonal elements of the hat matrix in central composite designs. From these results, we determine the experimental points at axes and the number of replicates at the center and the other points so that the experimental points give approximately same influences to estimate the response surface.