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. 2018 Jul 19;55(9):3508–3517. doi: 10.1007/s13197-018-3275-y

Table 2.

Variance analysis of experimental results of RSM

Source Df Ferulic acid Vanilla acid
Sum of squares Mean square F value p value Sum of squares Mean square F value p value
Model 9 1363.5 151.5 516.6 < 0.0001 920.0 102.2 183.3 < 0.0001
X 1 1 844.6 844.6 2879.8 < 0.0001 378.8 378.8 679.4 < 0.0001
X 2 1 15.68 15.68 53.46 0.0002 0.038 0.038 0.068 0.8020
X 3 1 1.8 1.8 6.15 0.0422 7.18 7.18 12.88 0.0089
X 1 X 2 1 0.0025 0.0025 0.00852 0.9290 7.02 7.02 12.59 0.0094
X 1 X 3 1 0.022 0.022 0.077 0.7898 1.48 1.48 2.65 0.1477
X 2 X 3 1 0.12 0.12 0.42 0.5387 3.08 3.08 5.52 0.0511
X 21 1 484.5 484.5 1652.1 < 0.0001 434.8 434.8 779.7 < 0.0001
X 22 1 2.88 2.88 9.83 0.0165 46.03 46.03 82.56 < 0.0001
X 23 1 2.55 2.55 8.68 0.0215 12.15 12.15 21.8 0.0023
Residual 7 2.05 0.29 3.9 0.56
Lack of fit 3 0.67 0.22 0.64 0.6287 1.48 0.49 0.81 0.5508
Pure error 4 1.39 0.35 2.43 0.61
Cor total 16 1365.6 923.9
SD 0.54 0.75
R2 0.9985 0.9958
Adj R2 0.9966 0.9903
Pred R2 0.9906 0.9703
Adeq precision 52.22 37.726
C.V. % 0.61 0.96