Table 2. ANOVA Evaluation of Linear, Quadratic, and Interaction Terms for each Response and Coefficient of Predicted Models.
| DR |
ER |
||||||
|---|---|---|---|---|---|---|---|
| source | df | coefficient | sum of squares | p-value | coefficient | sum of squares | p-value |
| model | 14 | 290.83 | 1.16 × 105 | <0.0001 | 3.25 | 119.88 | <0.0001 |
| x1 | 1 | –37.45 | 33660.06 | <0.0001 | 1.1 | 29.06 | <0.0001 |
| x2 | 1 | 22.75 | 12421.5 | <0.0001 | –0.74 | 13.04 | 0.0006 |
| x3 | 1 | 2.43 | 141.14 | 0.1559 | –0.14 | 0.5 | 0.4171 |
| x4 | 1 | 16.52 | 6547.21 | <0.0001 | 0.37 | 3.37 | 0.0464 |
| x1x2 | 1 | 5.12 | 420.25 | 0.0206 | –0.73 | 8.45 | 0.0035 |
| x1x3 | 1 | 11.25 | 2025 | <0.0001 | 0.1 | 0.16 | 0.6423 |
| x1x4 | 1 | 6.74 | 726.3 | 0.0038 | –0.51 | 4.09 | 0.0302 |
| x2x3 | 1 | –15.11 | 3654.2 | <0.0001 | 0.17 | 0.47 | 0.4339 |
| x2x4 | 1 | –3.15 | 158.76 | 0.1338 | –0.11 | 0.18 | 0.626 |
| x3x4 | 1 | 7.87 | 992.25 | 0.0012 | 0.34 | 1.9 | 0.1247 |
| x12 | 1 | –15.36 | 6747.73 | <0.0001 | 0.92 | 24.29 | <0.0001 |
| x22 | 1 | –36.22 | 37522.32 | <0.0001 | 0.57 | 9.22 | 0.0025 |
| x32 | 1 | –1.39 | 54.96 | 0.3666 | 1.1 | 34.39 | <0.0001 |
| x42 | 1 | –26.39 | 19909.42 | <0.0001 | 0.45 | 5.77 | 0.0122 |
| residual | 16 | 1018.35 | 11.57 | ||||
| lack of fit | 10 | 876.66 | 0.061 | 8.85 | 0.2128 | ||
| pure error | 6 | 141.69 | 2.72 | ||||
| total | 30 | 1.17 × 105 | 131.45 | ||||