Table 2.
Source | Sum of Squares | DF | Mean Square | F-Value | p-Value | Significant |
---|---|---|---|---|---|---|
Model | 0.76 | 14 | 0.054 | 14.24 | <0.0001 | ** |
X 1 | 0.065 | 1 | 0.065 | 16.96 | 0.0010 | ** |
X 2 | 0.028 | 1 | 0.028 | 7.37 | 0.0168 | * |
X 3 | 0.013 | 1 | 0.013 | 3.33 | 0.0893 | |
X 4 | 0.044 | 1 | 0.044 | 11.67 | 0.0042 | ** |
X 1 X 2 | 0.013 | 1 | 0.013 | 3.48 | 0.0833 | |
X 1 X 3 | 2.500 × 10−5 | 1 | 2.500 × 10−5 | 6.57 × 10−3 | 0.9365 | |
X 1 X 4 | 1.600 × 10−3 | 1 | 0.0016 | 0.42 | 0.5271 | |
X 2 X 3 | 0.053 | 1 | 0.053 | 13.91 | 0.0022 | ** |
X 2 X 4 | 2.025 × 10−3 | 1 | 2.025 × 10−3 | 0.53 | 0.4777 | |
X 3 X 4 | 4.000 × 10−4 | 1 | 4.000 × 10−3 | 0.11 | 0.7505 | |
X 1 2 | 0.11 | 1 | 0.11 | 28.93 | <0.0001 | ** |
X 2 2 | 0.23 | 1 | 0.23 | 60.11 | <0.0001 | ** |
X 3 2 | 0.37 | 1 | 0.37 | 97.40 | <0.0001 | ** |
X 4 2 | 0.067 | 1 | 0.067 | 17.57 | 0.0009 | ** |
Residual | 0.053 | 14 | 3.804 × 10−3 | |||
Lack of fit | 0.048 | 10 | 4.818 × 10−3 | 3.79 | 0.1053 | |
Pure error | 5.080 × 10−3 | 4 | 1.270 × 10−3 | |||
Cor total | 0.81 | 28 | ||||
CV% | 2.93% | |||||
R 2 | 0.9344 | |||||
adj-R2 | 0.8688 |
Notes: ** p < 0.01 extremely significant; * p < 0.05 significant.