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. 2022 Sep 2;31(13):1667–1678. doi: 10.1007/s10068-022-01150-8

Table 2.

Analysis of variance (ANOVA) and fitness of the model regression equation

Source Yield (%) TPC (mg GAE/g DW) TFC (mg NAE/g DW) DPPH (% Inhibition)
SS p-value SS p-value SS p-value SS p-value
Model 56.38 0.009** 1.91 0.001*** 2.35 0.000*** 382.38 0.000***
Linear 50.61 0.001** 1.69 0.000*** 2.25 0.000*** 324.96 0.000***
X1 0.06 0.760 0.06 0.032* 0.24 0.000*** 0.21 0.645
X2 2.53 0.093 0.02 0.204 0.00 0.009** 24.88 0.003**
X3 48.02 0.000*** 1.61 0.000*** 2.01 0.000*** 299.87 0.000***
Quadratic 2.98 0.285 0.16 0.028* 0.07 0.000*** 11.34 0.071
X12 0.02 0.709 0.02 0.308 0.00 0.008** 2.72 0.188
X22 1.91 0.116 0.00 0.522 0.00 0.149 8.49 0.025*
X32 1.05 0.240 0.14 0.007** 0.07 0.000*** 0.13 0.712
Interaction 2.79 0.307 0.06 0.158 0.03 0.000*** 46.09 0.004**
X1X2 0.00 1.000 0.02 0.141 0.00 0.388 0.26 0.604
X1X3 2.72 0.085 0.02 0.139 0.02 0.000*** 44.85 0.001***
X2X3 0.06 0.758 0.01 0.227 0.00 0.364 0.97 0.334
Lack of fit 1.79 0.529# 0.02 0.618# 0.00 0.320# 4.05 0.072#
R2 0.9502 0.9811 0.9996 0.9890
Adjusted R2 0.8606 0.9469 0.9989 0.9692
PRESS 31.23 0.35 0.01 65.25

SS sum of square; PRESS prediction error sum of squares; TPC total phenolic content; TFC total flavonoid content; DPPH DPPH radical scavenging activity; GAE gallic acid equivalents; NAE naringin equivalents

*p < 0.05, **p < 0.01, ***p < 0.001 indicates significance; #p of lack of fit indicates not significance (low standard errors)