Table 5.
Source | Coefficient factor | Sum of squares | DF | F | P > F |
---|---|---|---|---|---|
Model | 59.43 | 5756.33 | 14 | 7.37 | 0.0002 |
X1 | −4.17 | 416.67 | 1 | 7.47 | 0.0154 |
X2 | −4.25 | 433.50 | 1 | 7.78 | 0.0138 |
X3 | 3.25 | 253.50 | 1 | 4.55 | 0.0499 |
X4 | 3.17 | 240.67 | 1 | 4.32 | 0.0553 |
X1∗X2 | −1.00 | 16.00 | 1 | 0.29 | 0.6000 |
X1∗X3 | 4.50 | 324.00 | 1 | 5.81 | 0.0292 |
X1∗X4 | −7.63 | 930.25 | 1 | 16.68 | 0.0010 |
X2∗X3 | −1.75 | 49.00 | 1 | 0.88 | 0.3634 |
X2∗X4 | −2.38 | 90.25 | 1 | 1.62 | 0.2226 |
X3∗X4 | −0.38 | 2.25 | 1 | 0.040 | 0.8435 |
X1∗X1 | −6.25 | 1050.11 | 1 | 18.83 | 0.0006 |
X2∗X2 | −6.88 | 1272.96 | 1 | 22.83 | 0.0002 |
X3∗X3 | −4.38 | 510.11 | 1 | 9.15 | 0.0085 |
X4∗X4 | −7.13 | 1368.11 | 1 | 24.54 | 0.0002 |
Residual | 836.33 | 15 | |||
Lack of fit | 825.50 | 10 | 38.10 | 0.0004 | |
Pure error | 10.83 | 5 | |||
Cor total | 6592.67 | 29 |
Std. Dev.: 7.47; R2: 89.31%; Mean: 39.67; Adj R2: 78.47%; C.V.%: 18.78; Pred R2: 67.64%; Adeq Precision: 8.76.