ANOVA results for quadratic modela.
| Source | Sum of squares | Degree of freedom | Mean square | F-value | p-value |
|---|---|---|---|---|---|
| Model | 2803.40 | 14 | 200.24 | 33.54 | <0.0001 |
| X 1 | 3.64 | 1 | 3.64 | 0.6105 | 0.4547 |
| X 2 | 97.53 | 1 | 97.53 | 16.33 | 0.0029 |
| X 3 | 10.28 | 1 | 10.28 | 1.72 | 0.2220 |
| X 4 | 1.28 | 1 | 1.28 | 0.2144 | 0.6544 |
| X 1 X 2 | 5.29 | 1 | 5.29 | 0.8860 | 0.3711 |
| X 1 X 3 | 0.5625 | 1 | 0.5625 | 0.0942 | 0.7659 |
| X 1 X 4 | 7.29 | 1 | 7.29 | 1.22 | 0.2978 |
| X 2 X 3 | 1.56 | 1 | 1.56 | 0.2617 | 0.6213 |
| X 2 X 4 | 4.84 | 1 | 4.84 | 0.8106 | 0.3914 |
| X 3 X 4 | 2.40 | 1 | 2.40 | 0.4024 | 0.5417 |
| X 1 2 | 41.27 | 1 | 41.27 | 6.91 | 0.0274 |
| X 2 2 | 1118.53 | 1 | 1118.53 | 187.33 | <0.0001 |
| X 3 2 | 2.57 | 1 | 2.57 | 0.4302 | 0.5283 |
| X 4 2 | 13.27 | 1 | 13.27 | 2.22 | 0.1702 |
| Residual | 53.74 | 9 | 5.97 | ||
| Cor total | 2857.13 | 23 |
R 2 = 0.9812; adjusted R2 = 0.9519; predicted R2 = 0.8683.