Table 2.
Source | DF | TPC | DMBQ | DPPH | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Coefficient | Sum of Squares | p-Value | Coefficient | Sum of Squares | p-Value | Coefficient | Sum of Squares | p-Value | ||
Model | 8 | 3.29 | 8.39 | <0.0001 ** | 0.42 | 0.73 | <0.0001 ** | 84.75 | 2439.02 | <0.0001 ** |
X1 | 1 | - | 0.004 | 0.9418 ns | - | 0.001 | 0.6351 ns | −2.35 | 66.40 | 0.0107 * |
X2 | 1 | 0.22 | 0.61 | 0.0109 * | 0.052 | 0.032 | 0.0435 * | 8.91 | 951.83 | <0.0001 ** |
X3 | 1 | - | 0.029 | 0.5402 ns | 0.081 | 0.17 | 0.0003 ** | 1.74 | 78.34 | 0.0063 ** |
X1X2 | 1 | - | 0.006 | 0.7694 ns | - | 0.002 | 0.9957 ns | - | 0.15 | 0.8927 ns |
X1X3 | 1 | - | 0.075 | 0.3291 ns | - | 0.009 | 0.3014 ns | 3.36 | 135.37 | 0.0008 ** |
X2X3 | 1 | - | 0.015 | 0.6625 ns | - | 0.007 | 0.3533 ns | - | 0.002 | 0.9869 ns |
X12 | 1 | −0.75 | 3.07 | <0.0001 ** | −0.13 | 0.098 | 0.0030 ** | −11.88 | 779.06 | <0.0001 ** |
X22 | 1 | −0.56 | 1.72 | 0.0002 ** | −0.20 | 0.22 | <0.0001 ** | −3.61 | 72.12 | 0.0083 ** |
Residual | 17 | 1.27 | 0.14 | 137.34 | ||||||
Lack of Fit | 9 | 0.23 | 0.9874 ns | 0.11 | 0.0725 ns | 89.04 | 0.2490 ns | |||
Pure Error | 8 | 1.04 | 0.029 | 48.30 | ||||||
Total | 25 | 9.66 | 0.87 | 2576.36 | ||||||
R2 | 0.8689 | 0.8390 | 0.9467 | |||||||
Adj. R2 | 0.8072 | 0.8128 | 0.9216 | |||||||
CV (%) | 8.15 | 8.98 | 3.66 | |||||||
Adequate precision | 10.79 | 10.091 | 23.162 |
** Highly significant (p < 0.01), * significant (p < 0.05) and ns for not significant.