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. 2019 Oct 9;5(10):e02571. doi: 10.1016/j.heliyon.2019.e02571

Table 2.

Analysis of variance (ANOVA) for the experimental results obtained using microwave-assisted extraction (MAE) a) TPC (mg GAE/g extract), b) DPPH inhibition (%), c) ABTS inhibition (%), d) FRAP (mg TE/g extract).

Source
Sum of Squares
df
Mean Square
F-Value
p-value Prob > F
a)
Model 1.322E+005 9 14687.80 125.23 <0.0001
X1-time 1716.53 1 1716.53 14.64 0.0065
X2-S/S ratio 1545.70 1 1545.70 13.18 0.0084
X3-ethanol % 93349.88 1 93349.88 795.92 < 0.0001
X1X2 3.50 1 3.50 0.030 0.8678
X1X3 2.63 1 2.63 0.022 0.8853
X2X3 1334.20 1 1334.20 11.38 0.0119
X12 153.61 1 153.61 1.31 0.2901
X22 315.62 1 315.62 2.69 0.1449
X32 34163.22 1 34163.22 291.28 < 0.0001
Model 821.00 7 117.29
Lack of Fit 615.43 3 205.14 3.99 0.1072
Pure Error 205.57 4 51.39
Cor Total 1.330E+005 16
C.V. % 5.17
PRESS 10168.15
Adeq precision 32.059
R2 0.9938
Adj R2 0.9859
Pred R2
0.9236




b)
Model 2878.39 9 319.82 68.12 <0.0001
X1-time 8.17 1 8.17 1.74 0.2286
X2-S/S ratio 38.58 1 38.58 8.22 0.0241
X3-ethanol % 1589.78 1 1589.78 338.62 < 0.0001
X1X2 34.02 1 34.02 7.25 0.0310
X1X3 101.15 1 101.15 21.54 0.0024
X2X3 4.30 1 4.30 0.92 0.3702
X12 55.23 1 55.23 11.76 0.0110
X22 41.67 1 41.67 8.88 0.0205
X32 1000.94 1 1000.94 213.19 < 0.0001
Residual 32.86 7 4.69
Lack of Fit 21.11 3 7.04 2.39 0.2091
Pure Error 11.76 4 2.94
Cor Total 2911.26 16
C.V. % 3.34
PRESS 356.10
Adeq precision 25.756
R2 0.9887
Adj R2 0.9742
Pred R2 0.8777

c)
Model 3477.55 9 386.39 52.61 <0.0001
X1-time 174.43 1 174.43 23.75 0.0018
X2-S/S ratio 329.21 1 329.21 44.82 0.0003
X3-ethanol % 2195.99 1 2195.99 298.99 < 0.0001
X1X2 15.62 1 15.62 2.13 0.1881
X1X3 40.16 1 40.16 5.47 0.0520
X2X3 30.37 1 30.37 4.14 0.0815
X12 48.93 1 48.93 6.66 0.0364
X22 86.06 1 86.06 11.72 0.0111
X32 589.42 1 589.42 80.25 < 0.0001
Residual 51.41 7 7.34
Lack of Fit 37.83 3 12.61 3.71 0.1188
Pure Error 13.59 4 3.40
Cor Total 3528.96 16
C.V. % 3.59
PRESS 626.43
Adeq precision 24.097
R2 0.9854
Adj R2 0.9667
Pred R2
0.8225




d)
Model 7996.09 9 888.45 57.76 <0.0001
X1-time 283.80 1 283.80 18.45 0.0036
X2-S/S ratio 1192.87 1 1192.87 77.55 < 0.0001
X3-ethanol % 5113.45 1 5113.45 332.43 < 0.0001
X1X2 155.63 1 155.63 10.12 0.0155
X1X3 24.53 1 24.53 1.59 0.2471
X2X3 396.93 1 396.93 25.81 0.0014
X12 26.61 1 26.61 1.73 0.2298
X22 27.83 1 27.83 1.81 0.2206
X32 772.98 1 772.98 50.25 0.0002
Residual 107.67 7 15.38
Lack of Fit 56.39 3 18.80 1.47 0.3502
Pure Error 51.28 4 12.82
Cor Total 8103.76 16
C.V. % 3.79
PRESS 982.40
Adeq precision 28.675
R2 0.9867
Adj R2 0.9696
Pred R2 0.8788