Table 3. Variance analysis for fitting quadratic model of extraction yield of PSC and PPN.
Source | Sum of square | Degree of freedom | Mean square | F-value | P-value |
---|---|---|---|---|---|
Extraction of PSC | |||||
Model | 11.29 | 9 | 1.25 | 52.45 | 0.0002** |
X1 | 0.11 | 1 | 0.11 | 4.42 | 0.0894 |
X2 | 0.065 | 1 | 0.065 | 2.71 | 0.1607 |
X3 | 0.94 | 1 | 0.94 | 39.24 | 0.0015* |
X1X2 | 0.027 | 1 | 0.027 | 1.14 | 0.3348 |
X1X3 | 0.28 | 1 | 0.28 | 11.53 | 0.0194* |
X2X3 | 1.27 | 1 | 1.27 | 52.93 | 0.0008** |
X12 | 0.38 | 1 | 0.38 | 16.02 | 0.0103* |
X22 | 3.63 | 1 | 3.63 | 151.97 | <0.0001** |
X32 | 5.51 | 1 | 5.51 | 230.6 | <0.0001** |
Residual | 0.12 | 5 | 0.024 | ||
Lack of fit | 0.1 | 3 | 0.034 | 4.23 | 0.197 |
Pure error | 0.016 | 2 | 0.008133 | ||
Correlation Total | 11.41 | 14 | |||
R2 | 0.9895 | Adj R2 | 0.9707 | ||
C.V.% | 0.99 | Pred R2 | 0.8519 | ||
PRESS | 1.69 | Adeq Precision | 23.991 | ||
Extraction of PPN | |||||
Model | 2.09 | 9 | 0.23 | 16.76 | 0.0032* |
X′1 | 0.6 | 1 | 0.6 | 43.73 | 0.0012* |
X′2 | 0.66 | 1 | 0.66 | 47.8 | 0.001** |
X′3 | 0.061 | 1 | 0.061 | 4.43 | 0.0893 |
X′1X′2 | 0.0025 | 1 | 0.0025 | 0.18 | 0.6884 |
X′1X′3 | 0.12 | 1 | 0.12 | 8.86 | 0.0309* |
X′2X′3 | 0.04 | 1 | 0.04 | 2.89 | 0.1498 |
X′12 | 0.05 | 1 | 0.05 | 3.63 | 0.115 |
X′22 | 0.00641 | 1 | 0.00641 | 0.46 | 0.5263 |
X′32 | 0.57 | 1 | 0.57 | 40.95 | 0.0014* |
Residual | 0.069 | 5 | 0.014 | ||
Lack of fit | 0.043 | 3 | 0.014 | 1.06 | 0.5183 |
Pure error | 0.027 | 2 | 0.013 | ||
Correlation Total | 2.16 | 14 | |||
R2 | 0.9679 | Adj R2 | 0.9102 | ||
C.V.% | 1.43 | Pred R2 | 0.6568 | ||
PRESS | 0.74 | Adeq Precision | 14.839 |
Notes.
Means significant at P < 0.05.
Means significant at P < 0.001.