Equation (2) to all independent variables. ANOVA (analysis of variance) was performed to assess the significance of linear, quadratic, and interactive effects. The lack-of-fit test was also obtained to evaluate the quality of the predicted models, while STATISTICA (StatSoft, Inc. Tulsa, OK, ...