Table 3.
Source of Variance | Sum of Squares | Free Degree | Mean Square Deviation | F Value | p Value | Significance |
---|---|---|---|---|---|---|
Model | 1591.21 | 9 | 176.80 | 21.67 | 0.0003 | ** |
X1 | 183.36 | 1 | 183.36 | 22.47 | 0.0021 | ** |
X2 | 198.01 | 1 | 198.01 | 24.26 | 0.0017 | ** |
X3 | 105.85 | 1 | 105.85 | 12.97 | 0.0087 | ** |
X1X2 | 69.72 | 1 | 69.72 | 8.54 | 0.0222 | * |
X1X3 | 68.89 | 1 | 68.89 | 8.44 | 0.0228 | * |
X2X3 | 12.60 | 1 | 12.60 | 1.54 | 0.2540 | N |
X12 | 304.57 | 1 | 304.57 | 37.32 | 0.0005 | ** |
X22 | 354.83 | 1 | 354.83 | 43.48 | 0.0003 | ** |
X32 | 194.98 | 1 | 194.98 | 23.89 | 0.0018 | ** |
Residual | 57.12 | 7 | 8.16 | |||
Lack of Fit | 19.23 | 3 | 6.41 | 0.6767 | 0.6103 | N |
Pure Error | 37.89 | 4 | 9.47 | |||
Cor Total | 1648.34 | 16 | ||||
R2 | 0.9653 |
**-Very significant difference (p < 0.01); *-Significant difference (p < 0.05); N-Insignificant difference (p > 0.05).