Analysis of variables for regression model of response under extraction conditionsa.
Source | Coefficient estimate | Sum of squares | DF | Mean square | F value | P value | Significance |
---|---|---|---|---|---|---|---|
Model | 3.63 | 2.65 | 9 | 0.29 | 71.63 | <0.0001 | ***<0.001 |
X 1 | 0.09 | 0.065 | 1 | 0.065 | 15.79 | 0.0106 | *<0.05 |
X 2 | −0.18 | 0.25 | 1 | 0.25 | 59.71 | 0.0006 | ***<0.001 |
X 3 | 0.17 | 0.22 | 1 | 0.22 | 54.70 | 0.0007 | ***<0.001 |
X 1 X 2 | −0.30 | 0.36 | 1 | 0.36 | 87.73 | 0.0002 | ***<0.001 |
X 1 X 3 | −0.14 | 0.078 | 1 | 0.078 | 19.11 | 0.0072 | **<0.01 |
X 2 X 3 | −0.09 | 0.032 | 1 | 0.032 | 7.90 | 0.0375 | *<0.05 |
X 1 2 | −0.37 | 0.50 | 1 | 0.50 | 122.63 | 0.0001 | ***<0.001 |
X 2 2 | −0.50 | 0.94 | 1 | 0.94 | 228.72 | <0.0001 | ***<0.001 |
X 3 2 | −0.34 | 0.44 | 1 | 0.44 | 106.59 | 0.0001 | ***<0.001 |
Residual | 0.021 | 5 | 4.10 × 10–3 | ||||
Lack of fit | 0.017 | 3 | 5.68 × 10−3 | 3.28 | 0.2424 | >0.05 | |
Pure error | 3.47 × 10−3 | 2 | 1.73 × 10−3 | ||||
Col total | 2.67 | 14 | |||||
R 2 = 0.9923 Radj2 = 0.9785 C.V. = 2.15 adeq. precision = 24.059 |
Notes: * significant at 0.05 level; ** significant at 0.01 level; *** significant at 0.001 level.