Analysis of variance (ANOVA) for DH (Y1), and IC50 of lipase inhibition (Y2) via the response surface quadratic model.
Source | df | Y 1 | Y 2 | ||||||
---|---|---|---|---|---|---|---|---|---|
Sum of square | Mean square | F-value | P-value | Sum of square | Mean square | F-value | P-value | ||
Model | 9 | 211.46 | 23.50 | 24.59 | <0.0001a | 619.70 | 68.86 | 107.72 | <0.0001a |
X 1 | 1 | 24.21 | 24.21 | 25.34 | 0.0005a | 9.58 | 9.58 | 14.99 | 0.0031a |
X 2 | 1 | 119.66 | 119.66 | 125.23 | <0.0001a | 18.60 | 18.60 | 29.10 | 0.0003a |
X 3 | 1 | 37.63 | 37.63 | 39.38 | <0.0001a | 60.83 | 60.83 | 95.17 | <0.0001a |
X 1 X 2 | 1 | 1.30 | 1.30 | 1.36 | 0.2698 | 33.88 | 33.88 | 53.01 | <0.0001a |
X 1 X 3 | 1 | 4.85 | 4.85 | 5.08 | 0.0479a | 8.39 | 8.39 | 13.13 | 0.0047a |
X 2 X 3 | 1 | 0.01 | 0.01 | 0.01 | 0.9185 | 71.90 | 71.90 | 112.48 | <0.0001a |
X 1 2 | 1 | 15.28 | 15.28 | 15.99 | 0.0025a | 316.33 | 316.33 | 494.90 | <0.0001a |
X 2 2 | 1 | 2.15 | 2.15 | 2.25 | 0.1645 | 91.64 | 91.64 | 143.37 | <0.0001a |
X 3 2 | 1 | 10.05 | 10.05 | 10.52 | 0.0088a | 74.49 | 74.49 | 116.54 | <0.0001a |
Residual | 10 | 9.55 | 9.56 | 6.39 | 0.6392 | ||||
Lack of fit | 5 | 6.81 | 1.36 | 2.49 | 0.1701 | 3.69 | 0.7388 | 1.39 | 0.3694 |
Pure error | 5 | 2.74 | 0.55 | 2.70 | 0.5396 | ||||
Cor total | 19 | 221.01 | 626.09 | ||||||
Std dev. | 0.9775 | 0.7995 | |||||||
R 2 | 0.9568 | 0.9898 | |||||||
Adj R2 | 0.9179 | 0.9806 |
Indicates those variables which significantly influence the response variables (p < 0.05).