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. 2017 Feb 4;22(2):232. doi: 10.3390/molecules22020232

Table 2.

Analysis of variance for the extraction of phenols yield (Y1) and antioxidant capacity (Y2).

Source Coefficient Estimate Sum of Squares Degree of Freedom Standard Error Mean Square F-Value p-Value
Y1 Model 7449.86 4.16 × 106 14 43.66 2.97 × 105 25.95 <0.0001 **
X1 −251.16 1.51 × 106 1 21.83 1.51 × 106 132.36 <0.0001 **
X2 −21.42 1.10 × 104 1 21.83 1.10 × 104 0.96 0.3422
X3 32.15 2.48 × 104 1 21.83 2.48 × 104 2.17 0.1614
X4 75 1.35 × 105 1 21.83 1.35 × 105 11.8 0.0037 **
X1X2 75.34 9.08 × 104 1 26.74 9.08 × 104 7.94 0.0130 *
X1X3 −8.22 1.08 × 103 1 26.74 1.08 × 103 0.09 0.7628
X1X4 31.24 1.56 × 104 1 26.74 1.56 × 104 1.37 0.2609
X2X3 −24.45 9.56 × 103 1 26.74 9.56 × 103 0.84 0.375
X2X4 −56.51 5.11 × 104 1 26.74 5.11 × 104 4.47 0.0517
X3X4 70.85 8.03 × 104 1 26.74 8.03 × 104 7.02 0.0182 *
X12 −276.36 2.09 × 106 1 20.42 2.09 × 106 183.16 <0.0001 **
X22 −87.83 2.12 × 105 1 20.42 2.12 × 105 18.5 0.0006 **
X32 −91.63 2.30 × 105 1 20.42 2.30 × 105 20.14 0.0004 **
X42 −43.54 5.20 × 104 1 20.42 5.20 × 104 4.55 0.05
Residual 1.72 × 105 15 1.14 × 104
Lack of Fit 1.09 × 105 10 1.09 × 104 0.87 0.6032
Pure Error 6.26 × 104 5 1.25 × 104
Cor Total 4.33 × 106 29
R2 0.9604
Adj R2 0.9233
Pred R2 0.8341
Adeq Precision 22.3775
C.V. % 1.5169
r 0.98
Y2 Model 72,589.38 1.57 × 109 14 608.6 1.12 × 108 50.34 <0.0001 **
X1 −3487.37 2.92 × 108 1 304.3 2.92 × 108 131.34 <0.0001 **
X2 −784.14 1.48 × 107 1 304.3 1.48 × 107 6.64 <0.0001 **
X3 12.2 3.57 × 103 1 304.3 3.57 × 103 0 0.0210 *
X4 1178.65 3.33 × 107 1 304.3 3.33 × 107 15 0.9685
X1X2 −350.05 1.96 × 106 1 372.69 1.96 × 106 0.88 0.0015 **
X1X3 939.3 1.41 × 107 1 372.69 1.41 × 107 6.35 0.3625
X1X4 −450.04 3.24 × 106 1 372.69 3.24 × 106 1.46 0.0235 *
X2X3 −786.65 9.90 × 106 1 372.69 9.90 × 106 4.46 0.2459
X2X4 −2230.28 7.96 × 107 1 372.69 7.96 × 107 35.81 0.052
X3X4 2062.14 6.80 × 107 1 372.69 6.80 × 107 30.62 <0.0001 **
X12 −5682.69 8.86 × 108 1 284.65 8.86 × 108 398.56 <0.0001 **
X22 −1573.68 6.79 × 107 1 284.65 6.79 × 107 30.56 <0.0001 **
X32 −977.74 2.62 × 107 1 284.65 2.62 × 107 11.8 <0.0001 **
X42 −3176.95 2.77 × 108 1 284.65 2.77 × 108 124.57 0.0037 **
Residual 3.33 × 107 15 2.22 × 106 <0.0001 **
Lack of Fit 2.71 × 107 10 2.71 × 106 2.18 0.2015
Pure Error 6.22 × 106 5 1.24 × 106 0.2015
Cor Total 1.60 × 109 29
R2 0.9792
Adj R2 0.9597
Pred R2 0.8968
Adeq Precision 28.1801
C.V. % 2.3491
r 0.9898

* 0.01 ≤ p < 0.05; ** p < 0.01.