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Prediction capability is considered an important issue in response surfacemethodology. Following the line of argument that a design should have severaldesirable properties we have extended an existing compound design criterion toinclude prediction properties. Prediction of responses and of differences inresponse are considered. Point and interval predictions are allowed for.Extensions of existing graphical tools for inspecting prediction performancesof the designs in the whole region of experimentation are also introduced. Themethods are illustrated with two examples.

Prediction properties of optimum response surface designs