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. 2020 Aug 24;58(6):2121–2132. doi: 10.1007/s13197-020-04722-w

Table 3.

ANOVA results and predicted responce model with interaction terms for trans-resveratrol(HPLC) amount for US treatment (Backward Elimination Regression)

Y1:trans-resveratrol (HPLC)
Hierarchial Terms added after Backward Elimination Regression:
β 1β 3, β 1β 5, β 2β 5, β 3β 4
SSE df F value p value
Model 22.62 19 17.16 < 0.0001
x 1 1.56 1 22.52 0.0005
x 2 5.93 2 42.74 < 0.0001
x 3 1.55 2 11.15 0.0018
x 4 1.06 1 15.32 0.0021
x 5 0.016 1 0.23 0.6374
x 1 x 2 7.06 2 50.87 < 0.0001
x 1 x 3 0.1795
x 1 x 4 0.67 1 9.66 0.0090
x 1x 5 0.2952
x 2 x 3 1.62 4 5.83 0.0076
x 2 x 4 0.97 2 6.97 0.0098
x 2 x5 0.9468
x 3 x 4 0.5168
x 3 x5 3.83 2 27.58  < 0.0001
x 4 x5 0.51 1 7.33 0.0191
Residual 0.83 12
Lack of Fit 0.83 11 1.96 0.069
Pure Error 0.07 1
Cor Total 23.45 31
R2 0.9645
R2 Adj 0.9083
Adeq Precision 15.679
Significant Model Terms X1, X2, X3, X4, X1X2, X1X4, X2X3, X2X4, X3X5, X4X5
The predicted responce model with interaction terms by D-optimal-after Backward Elimination Ytrans-resveratrol=+0.90 − 0.23X1 + 0.59X2[1] − 0.054X2[2] − 0.35X3[1] + 0.49X3[2] + 0.44X4 + 0.084X5 − 0.76X1X2[1] + 0.061X1X2[2] − 0.15X1X4 − 0.15X2[1]X3[1] − 0.19X2[2]X3[1] + 0.55X2[1]X3[2] + 0.014X2[2] X3[2] +0.28 X2 [1]X4 + 0.10* X2 [2]X4 − 0.52 X3 [1]X5 + 0.84 X3 [2]X5 + 0.22 X4

Bold p values represents the statisticaly significant terms (p < 0.05)