TABLE 3.
Predicted regression model of the relationship between response variables and independent variables (X1, X2, and X3) and analysis of variance for the fitted quadratic polynomial model of extraction.
Source | SS | DF | MS | F‐value | p‐Value | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Yield | AA | TPC | Yield | AA | TPC | Yield | AA | TPC | Yield | AA | TPC | Yield | AA | TPC | |
Model | 167.77 | 453.57 | 9341.38 | 9 | 9 | 9 | 18.64 | 50.40 | 1037.93 | 40.19 | 47.37 | 50.38 | <.0001 | <.0001 | <.0001 |
X1 | 110.11 | 315.76 | 6062.66 | 1 | 1 | 1 | 110.11 | 315.76 | 6062.66 | 237.38 | 296.78 | 294.29 | <.0001 | <.0001 | <.0001 |
X2 | 15.32 | 23.43 | 1465.84 | 1 | 1 | 1 | 15.32 | 23.43 | 1465.84 | 33.02 | 22.02 | 71.15 | .0007 | .0022 | <.0001 |
X3 | 6.90 | 4.05 | 1.08 | 1 | 1 | 1 | 6.90 | 4.05 | 1.08 | 14.88 | 3.80 | 0.0524 | .0062 | .0921 | .8254 |
X1X2 | 8.50 | 17.89 | 604.42 | 1 | 1 | 1 | 8.50 | 17.89 | 604.42 | 18.32 | 16.82 | 29.34 | .0037 | .0046 | .0010 |
X1X3 | 1.16 | 0.0036 | 190.99 | 1 | 1 | 1 | 1.16 | 0.0036 | 190.99 | 2.49 | 0.0034 | 9.27 | .1585 | .9552 | .0187 |
X2X3 | 0.1681 | 35.34 | 143.28 | 1 | 1 | 1 | 0.1681 | 35.34 | 143.28 | 0.3624 | 33.22 | 6.96 | .5662 | .0007 | .0336 |
X1 2 | 14.98 | 21.65 | 165.46 | 1 | 1 | 1 | 14.98 | 21.65 | 165.46 | 32.29 | 20.35 | 8.03 | .0007 | .0028 | .0253 |
X2 2 | 6.56 | 32.31 | 634.81 | 1 | 1 | 1 | 6.56 | 32.31 | 634.81 | 14.15 | 30.37 | 30.81 | .0071 | .0009 | .0009 |
X3 2 | 4.31 | 0.0205 | 15.22 | 1 | 1 | 1 | 4.31 | 0.0205 | 15.22 | 9.29 | 0.0193 | 0.7388 | .0186 | .8936 | .4185 |
Residual | 3.25 | 7.45 | 14.21 | 7 | 7 | 7 | 0.4639 | 1.06 | 20.60 | ||||||
Lack of fit | 0.2102 | 0.6497 | 16.14 | 3 | 3 | 3 | 0.0701 | 0.2166 | 5.38 | 0.0923 | 0.1274 | 0.1680 | .9604 | .9390 | .9127 |
Pure error | 3.04 | 6.80 | 128.07 | 4 | 4 | 4 | 0.7592 | 1.70 | 32.02 | ||||||
Cor total | 171.02 | 461.02 | 9485.59 | 16 | 16 | 16 |
Abbreviations: AA, antioxidant activity; DF, Degree of freedom; MS, Mean square; SS, Sum of squares; TPC, total phenolic content.