Table 4.
Source | DF | Sum of square | Mean square | F-value | P-value |
---|---|---|---|---|---|
Regression | 10 | 40588723 | 4058872 | 31.49 | 0.000* |
Linear | 5 | 28778185 | 5755637 | 44.65 | 0.000* |
Square | 2 | 1847046 | 923523 | 7.16 | 0.004* |
Interaction | 3 | 9963492 | 3321164 | 25.76 | 0.000* |
Residual error | 21 | 2707151 | 128912 | ||
Lack-of-fit | 16 | 2435183 | 152199 | 2.80 | 0.130 |
Pure error | 5 | 271968 | 54394 | ||
Total | 31 | 271968 |
Notes: Coefficient of determination, R2 = 0.938, R2 (adjusted) = 0.908.
P-value < 0.05.
Abbreviation: DF, degree of freedom.