Table 2.
Parameter | Coefficient Estimate | Standard Error | Sum of Squares | Degrees of Freedom | Mean Square | F-Value |
p-Value Probability > F |
---|---|---|---|---|---|---|---|
Model | 710.81 | 9 | 78.98 | 64.84 | <0.0001 | ||
Intercept | 21.46 | 0.49 | 1 | ||||
X1 | −3.41 | 0.39 | 93.02 | 1 | 93.02 | 76.37 | <0.0001 |
X2 | −5.01 | 0.39 | 200.70 | 1 | 200.70 | 164.77 | <0.0001 |
X3 | 1.94 | 0.39 | 29.99 | 1 | 29.99 | 24.62 | 0.0016 |
X1 X2 | 2.63 | 0.55 | 27.72 | 1 | 27.72 | 22.76 | 0.0020 |
X1 X3 | −2.52 | 0.55 | 25.35 | 1 | 25.35 | 20.81 | 0.0026 |
X2 X3 | 1.35 | 0.55 | 7.24 | 1 | 7.24 | 5.94 | 0.0449 |
X12 | 7.08 | 0.54 | 211.03 | 1 | 211.03 | 173.25 | <0.0001 |
X22 | 4.71 | 0.54 | 93.49 | 1 | 93.49 | 76.75 | <0.0001 |
X32 | −1.90 | 0.54 | 15.25 | 1 | 15.25 | 12.52 | 0.0095 |
Residual | 8.53 | 7 | 1.22 | ||||
Lack of fit | 2.07 | 3 | 0.69 | 0.43 | 0.7440 | ||
Pure error | 6.45 | 4 | 1.61 | ||||
R2 | 0.9881 | Adj R2 | 0.9729 | ||||
C.V. % | 4.23 | Pred R2 | 0.9399 | ||||
PRESS | 43.25 | Adeq Precision | 33.461 |