Table 6 Analysis of variance.
Source | Qualified rate | Multiple rate | Leakage rate | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sum of squares | Degree of freedom | F | P | Sum of squares | Degree of freedom | F | P | Sum of squares | Degree of freedom | F | P | |
Model | 83 | 9 | 371.56 | < 0.0001 | 37.14 | 9 | 128.99 | < 0.0001 | 12.15 | 9 | 118.13 | < 0.0001 |
X1 | 0.8256 | 1 | 33.26 | 0.0007 | 0.6498 | 1 | 20.31 | 0.0028 | 0.0105 | 1 | 0.9199 | 0.3694 |
X2 | 1.83 | 1 | 73.87 | < 0.0001 | 2.54 | 1 | 79.47 | < 0.0001 | 0.0578 | 1 | 5.06 | 0.0593 |
X3 | 0.5724 | 1 | 23.06 | 0.002 | 2.32 | 1 | 72.58 | < 0.0001 | 0.5886 | 1 | 51.51 | 0.0002 |
X1 × 2 | 0.2916 | 1 | 11.75 | 0.011 | 0.1482 | 1 | 4.63 | 0.0684 | 0.024 | 1 | 2.1 | 0.1904 |
X1 × 3 | 0.6972 | 1 | 28.09 | 0.0011 | 0.57 | 1 | 17.82 | 0.0039 | 0.0064 | 1 | 0.56 | 0.4786 |
X2 × 3 | 0.0002 | 1 | 0.0091 | 0.9268 | 0.0064 | 1 | 0.2 | 0.6682 | 0.009 | 1 | 0.7897 | 0.4037 |
X12 | 32.09 | 1 | 1292.7 | < 0.0001 | 13.81 | 1 | 431.63 | < 0.0001 | 3.8 | 1 | 332.17 | < 0.0001 |
X22 | 22.38 | 1 | 901.68 | < 0.0001 | 9.9 | 1 | 309.49 | < 0.0001 | 2.51 | 1 | 219.59 | < 0.0001 |
X32 | 16.22 | 1 | 653.68 | < 0.0001 | 4.16 | 1 | 129.9 | < 0.0001 | 3.96 | 1 | 346.31 | < 0.0001 |
Residual | 0.1737 | 7 | 0.224 | 7 | 0.08 | 7 | ||||||
Lack of fit | 0.1218 | 3 | 3.13 | 0.1497 | 0.1069 | 3 | 1.22 | 0.4118 | 0.0067 | 3 | 0.1214 | 0.9428 |
Pure error | 0.0519 | 4 | 0.1171 | 4 | 0.0733 | 4 | ||||||
Total | 83.18 | 16 | 37.36 | 16 | 12.23 | 16 | ||||||