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Minimum bias estimation for response surfaces is reviewed and the experimental design problem for this estimation procedure considered. A protection criterion is introduced and certain implications considered. The important single factor models are studied and results given. The criterion is also applied to a multifactor first order surface with protection against second and third order terms.
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