Table 3.
Source | Sum of square | df | Mean squares | F value | P value (Pr > F) | Significance |
---|---|---|---|---|---|---|
Model | 860.75 | 20 | 43.04 | 64.29 | < 0.0001 | ** |
X1 | 1.01 | 1 | 1.01 | 1.51 | 0.2284 | |
X2 | 47.24 | 1 | 47.24 | 70.57 | < 0.0001 | ** |
X3 | 19.62 | 1 | 19.62 | 29.31 | < 0.0001 | ** |
X4 | 404.18 | 1 | 404.18 | 603.81 | < 0.0001 | ** |
X5 | 182.84 | 1 | 182.84 | 273.14 | < 0.0001 | ** |
X1X2 | 3.94 | 1 | 3.94 | 5.89 | 0.0217 | * |
X1X3 | 2.62 | 1 | 2.62 | 3.91 | 0.0576 | |
X1X4 | 39.41 | 1 | 39.41 | 58.87 | < 0.0001 | ** |
X1X5 | 0.72 | 1 | 0.72 | 1.08 | 0.3073 | |
X2X3 | 0.51 | 1 | 0.51 | 0.77 | 0.3887 | |
X2X4 | 11.58 | 1 | 11.58 | 17.30 | 0.0003 | ** |
X2X5 | 3.48 | 1 | 3.48 | 5.20 | 0.0302 | |
X3X4 | 2.07 | 1 | 2.07 | 3.09 | 0.0895 | |
X3X5 | 0.028 | 1 | 0.028 | 0.042 | 0.8388 | |
X4X5 | 0.44 | 1 | 0.44 | 0.66 | 0.4244 | |
X12 | 6.65 | 1 | 6.65 | 9.93 | 0.0038 | ** |
X22 | 3.46 | 1 | 3.46 | 5.17 | 0.0306 | * |
X32 | 0.58 | 1 | 0.58 | 0.86 | 0.3607 | |
X42 | 136.06 | 1 | 136.06 | 203.36 | < 0.0001 | ** |
X52 | 8.12 × 10–3 | 1 | 8.12 × 10–3 | 0.012 | 0.9131 | |
Residual | 19.41 | 29 | 0.67 | |||
Lack of fit | 17.20 | 22 | 0.78 | 2.47 | 0.1106 | |
Error | 2.21 | 7 | 0.32 | |||
Cor total | 880.16 | 49 |
**Extremely significantly (P < 0.01), *Significant (P < 0.05)