determined using the p-value (Table 2). The corresponding variables would be more significant if the p- value becomes smaller. It was found that the variables with the largest effect were the linear terms of extraction temperature (x1), ethanol concentration (x4) and the quadratic term of extraction temperature (x21) and extraction time (x22), followed by the quadratic term of ethanol concentration (x24). These results showed that the