Table 4.
Source | Sum of square | df | Mean squares | F value | P value (Pr > F) | Significance |
---|---|---|---|---|---|---|
Model | 67.66 | 20 | 3.38 | 15.17 | < 0.0001 | ** |
X1 | 20.32 | 1 | 20.32 | 91.11 | < 0.0001 | ** |
X2 | 2.00 | 1 | 2.00 | 8.96 | 0.0056 | ** |
X3 | 0.040 | 1 | 0.040 | 0.18 | 0.6761 | |
X4 | 22.90 | 1 | 22.90 | 102.67 | < 0.0001 | ** |
X5 | 5.10 | 1 | 5.10 | 22.85 | < 0.0001 | ** |
X1X2 | 0.70 | 1 | 0.70 | 3.14 | 0.0871 | |
X1X3 | 0.69 | 1 | 0.69 | 3.11 | 0.0884 | |
X1X4 | 0.049 | 1 | 0.049 | 0.22 | 0.6433 | |
X1X5 | 0.018 | 1 | 0.018 | 0.079 | 0.7809 | |
X2X3 | 0.37 | 1 | 0.37 | 1.67 | 0.2067 | |
X2X4 | 5.25 × 10−3 | 1 | 5.25 × 10−3 | 0.024 | 0.8791 | |
X2X5 | 0.055 | 1 | 0.055 | 0.25 | 0.6223 | |
X3X4 | 0.33 | 1 | 0.33 | 1.50 | 0.2308 | |
X3X5 | 1.53 × 10−4 | 1 | 1.53 × 10−4 | 6.8 × 10−4 | 0.9793 | |
X4X5 | 0.98 | 1 | 0.98 | 4.38 | 0.0453 | * |
X12 | 4.89 | 1 | 4.89 | 21.94 | < 0.0001 | ** |
X22 | 1.56 | 1 | 1.56 | 7.01 | 0.0130 | * |
X32 | 1.89 | 1 | 1.89 | 8.48 | 0.0068 | ** |
X42 | 9.74 | 1 | 9.74 | 43.68 | < 0.0001 | ** |
X52 | 1.31 | 1 | 1.31 | 5.87 | 0.0218 | * |
Residual | 6.47 | 29 | 0.22 | |||
Lack of fit | 5.61 | 22 | 0.26 | 2.10 | 0.1593 | |
Error | 0.85 | 7 | 0.12 | |||
Cor total | 74.13 | 49 |
**Extremely significantly (P < 0.01), *Significant (P < 0.05)