The design of experiments to estimate the slope of a response surface

Abstract

SUMMARY The least squares estimates of the coefficients in a first order polynomial model are used to estimate the slope of a response surface. A criterion is developed for designing experiments to estimate the slope with minimum squared error when the true response is quadratic.