Table 2.
Analysis of variance describing the effect of the different fermentation variables on the response variables (TPC, DMBQ, and DPPH) as linear, quadratic, and interactive terms and the coefficients for the predicted models.
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.