Table 7.
Parameter | Coefficient Estimate | Standard Error | Sum of Squares | Degrees of Freedom | Mean Square | F-Value |
p-Value Probability > F |
---|---|---|---|---|---|---|---|
Model | 101.37 | 5 | 20.27 | 35.97 | <0.0001 | ||
Intercept | 11.68 | 0.25 | 1 | ||||
X2 | −1.18 | 0.27 | 11.16 | 1 | 11.16 | 19.81 | 0.0010 |
X3 | 3.07 | 0.27 | 75.40 | 1 | 75.40 | 133.78 | <0.0001 |
X1 X2 | −0.85 | 0.38 | 2.87 | 1 | 2.87 | 5.10 | 0.0453 |
X2 X3 | 0.87 | 0.38 | 2.99 | 1 | 2.99 | 5.31 | 0.0417 |
X22 | −1.45 | 0.36 | 8.94 | 1 | 8.94 | 15.87 | 0.0021 |
Residual | 6.20 | 11 | 0.56 | ||||
Lack of fit | 2.27 | 7 | 0.32 | 0.33 | 0.9042 | ||
Pure error | 3.93 | 4 | 0.98 | ||||
R2 | 0.9424 | Adj R2 | 0.9162 | ||||
C.V. % | 6.82 | Pred R2 | 0.8711 | ||||
PRESS | 13.86 | Adeq Precision | 21.613 |