highly significantp -value < 0.001
The interaction effect of X 3 *X 4 , and the quadratic effects of X3*X3, X4*X4, were found to be highly significant ( p -value < 0.001; see Figure 3 b,c), indicating that these factors interact, and any change in one would affect the other, as well as the response.