A regression model is used to present the results of a designed experiment in a quantitative form. The second-order polynomial is capable of assuming a wide variety of shapes and it is a very flexible
regression model [24-25]. The second order polynomial (regression) equation is used to represent the response (production rate) for K factors by using the following equation (2):