Source | Sum of squares | Degree of freedom | Mean square | F-Value | P-value |
---|---|---|---|---|---|
Prob > F | |||||
Model | 1154.38 | 9 | 128.26 | 38.82 | <0.0001 |
X1 | 641.89 | 1 | 641.89 | 191.75 | <0.0001 |
X2 | 36.51 | 1 | 36.51 | 10.91 | 0.0131 |
X3 | 306.16 | 1 | 306.16 | 91.46 | <0.0001 |
X1 X2 | 100.50 | 1 | 100.50 | 30.02 | 0.0009 |
X1 X3 | 3.33 | 1 | 3.33 | 0.99 | 0.3518 |
X2 X3 | 0.20 | 1 | 0.20 | 0.060 | 0.8128 |
X12 | 1.78 | 1 | 1.78 | 0.53 | 0.4897 |
X22 | 52.24 | 1 | 52.24 | 15.61 | 0.0055 |
X32 | 10.35 | 1 | 10.35 | 3.09 | 0.1222 |
Residual | 23.43 | 7 | 3.35 | ||
Lack of Fit | 16.86 | 3 | 5.62 | 3.42 | 0.1328 |
Pure Error | 6.57 | 4 | 1.64 | ||
Cor Total | 1177.82 | 16 | |||
R2=0.9801 R2adj=0.9545 CV=3.79% |