Source | Sum of squares | Degree of freedom | Mean square | F-value | P > F |  |
---|---|---|---|---|---|---|
Model | 2003.61 | 14 | 143.11 | 9.56 |  < 0.0001 | Significant |
X1 | 12.81 | 1 | 12.81 | 0.86 | 0.3705 | Â |
X2 | 311.10 | 1 | 311.10 | 20.79 | 0.0004 | Â |
X3 | 180.19 | 1 | 180.19 | 12.04 | 0.0038 | Â |
X4 | 12.00 | 1 | 12.00 | 0.80 | 0.3857 | Â |
X1 X2 | 153.76 | 1 | 153.76 | 10.27 | 0.0064 | Â |
X1 X3 | 16.81 | 1 | 16.81 | 1.12 | 0.3072 | Â |
X1 X4 | 125.44 | 1 | 125.44 | 8.38 | 0.0118 | Â |
X2 X3 | 6.00 | 1 | 6.00 | 0.40 | 0.5367 | Â |
X2 X4 | 1.21 | 1 | 1.21 | 0.081 | 0.7803 | Â |
X3 X4 | 2.25 | 1 | 2.25 | 0.15 | 0.7040 | Â |
X12 | 489.55 | 1 | 489.55 | 32.71 |  < 0.0001 |  |
X22 | 420.34 | 1 | 420.34 | 28.09 | 0.0001 | Â |
X32 | 460.41 | 1 | 460.41 | 30.77 |  < 0.0001 |  |
X42 | 481.14 | 1 | 481.14 | 32.15 |  < 0.0001 | Significant |
Residual | 209.51 | 14 | 14.96 | Â | Â | Â |
Lack of fit | 207.35 | 10 | 20.73 | 38.40 | 0.0016 | Â |
Pure error | 2.16 | 4 | 0.54 | Â | Â | Â |
Cor total | 2213.11 | 28 | Â | Â | Â | Â |