Table 2 Analysis of variance (ANOVA) results of remove ENF and RhB.
Source | DF | ENF | RhB | ||||||
|---|---|---|---|---|---|---|---|---|---|
Sum of squares | Mean square | F-value | P-value | Sum of squares | Mean square | F-value | P-value | ||
Model | 20 | 7893.73 | 394.69 | 424.08 | <0.0001 | 5271.07 | 263.55 | 1721.34 | <0.0001 |
X1 | 1 | 984.06 | 984.06 | 1057.34 | <0.0001 | 1303.16 | 1303.16 | 8511.29 | <0.0001 |
X2 | 1 | 1931.78 | 1931.78 | 2075.63 | <0.0001 | 1151.35 | 1151.35 | 7519.76 | <0.0001 |
X3 | 1 | 1455.17 | 1455.17 | 1563.53 | <0.0001 | 857.17 | 857.17 | 5598.42 | <0.0001 |
X4 | 1 | 827.20 | 827.20 | 888.80 | <0.0001 | 437.33 | 437.33 | 2856.34 | <0.0001 |
X5 | 1 | 1320.17 | 1320.17 | 1418.47 | <0.0001 | 633.76 | 633.76 | 4139.26 | <0.0001 |
X1 X2 | 1 | 10.56 | 10.56 | 11.35 | 0.0063 | 0.052 | 0.052 | 0.34 | 0.5727 |
X1 X3 | 1 | 63.60 | 63.60 | 68.34 | <0.0001 | 5.75 | 5.75 | 37.54 | <0.0001 |
X1 X4 | 1 | 4.08 | 4.08 | 4.38 | 0.0602 | 0.63 | 0.63 | 4.10 | 0.0678 |
X1 X5 | 1 | 38.38 | 38.38 | 41.24 | <0.0001 | 0.018 | 0.018 | 0.11 | 0.7413 |
X2 X3 | 1 | 11.63 | 11.63 | 12.49 | 0.0047 | 1.87 | 1.87 | 12.21 | 0.0050 |
X2 X4 | 1 | 49.07 | 49.07 | 52.72 | <0.0001 | 0.52 | 0.52 | 3.41 | 0.0919 |
X2 X5 | 1 | 3.92 | 3.92 | 4.21 | 0.0647 | 12.34 | 12.34 | 80.58 | <0.0001 |
X3 X4 | 1 | 92.54 | 92.54 | 99.44 | <0.0001 | 6.59 | 6.59 | 43.05 | <0.0001 |
X3 X5 | 1 | 94.58 | 94.58 | 101.62 | <0.0001 | 4.03 | 4.03 | 26.32 | 0.0003 |
X4 X5 | 1 | 70.73 | 70.73 | 75.99 | <0.0001 | 7.58 | 7.58 | 49.48 | <0.0001 |
\({X}_{1}^{2}\) | 1 | 98.42 | 98.42 | 105.75 | <0.0001 | 400.14 | 400.14 | 2613.44 | <0.0001 |
\({X}_{2}^{2}\) | 1 | 37.32 | 37.32 | 40.10 | <0.0001 | 102.26 | 102.26 | 667.91 | <0.0001 |
\({X}_{3}^{2}\) | 1 | 50.47 | 50.47 | 54.23 | <0.0001 | 71.01 | 71.01 | 463.80 | <0.0001 |
\({X}_{4}^{2}\) | 1 | 823.73 | 823.73 | 885.07 | <0.0001 | 422.11 | 422.11 | 2756.88 | <0.0001 |
\({X}_{5}^{2}\) | 1 | 78.58 | 78.58 | 84.43 | <0.0001 | 63.90 | 63.90 | 417.33 | <0.0001 |
Residual | 11 | 10.24 | 0.93 | 1.68 | 0.15 | ||||
Lack of Fit | 6 | 7.04 | 1.17 | 1.84 | 0.2605 | 0.37 | 0.062 | 0.24 | 0.9464 |
Pure Error | 5 | 3.19 | 0.64 | 1.31 | 0.26 | ||||
Cor Total | 31 | 7903.97 | 5272.76 | ||||||
Model Summary Statistics | |||||||||
|---|---|---|---|---|---|---|---|---|---|
ENF | RhB | ||||||||
Precision | R2 | R2-Adj | Adequate Precision | R2 | R2-Adj | Adequate Precision | |||
0.9987 | 0.9963 | 86.74 | 0.9997 | 0.9991 | 171.10 | ||||