Table 3.
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)