ABSTRACT
If knowledge concerning the shape of the true response surface is insufficient, an experimenter generally first attempts to approximate the shape by fitting a first-order model to the response values. When, however, the first-order model suffers from lack of fit arising from the existence of surface curvature, the first-order model is upgraded by adding higher-order terms to it. The next higher-order model is the second-order model
