where, R is the predicted response; X are the independent variables in coded values; b0 is the constant;
bi are linear effects; bii are double interaction effects, and biii is the triple interaction effect.
The statistical analysis was performed using Minitab 16 (Minitab Inc.,State College, PA, USA).