Table 3.
ANOVA applied on obtained data for significance and suitability of design and different variables.
Extraction yield (EY) | TPC | TFC | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Source | Sum of squares | Df | Mean | F | p-value | Sum of squares | Df | Mean | F | p-value | Sum of squares | Df | Mean | F | p-value |
Model | 235.16 | 9 | 26.13 | 99.18 | < 0.0001*** | 5521.96 | 9 | 613.55 | 980.85 | < 0.0001*** | 1775.34 | 9 | 197.26 | 145.21 | < 0.0001*** |
X1 | 71.22 | 1 | 71.22 | 270.35 | < 0.0001*** | 2709.58 | 1 | 2709.58 | 4331.67 | < 0.0001*** | 664.12 | 1 | 664.12 | 488.88 | < 0.0001*** |
X2 | 46.03 | 1 | 46.03 | 174.73 | < 0.0001*** | 422.24 | 1 | 422.24 | 675.02 | < 0.0001*** | 153.74 | 1 | 153.74 | 113.17 | < 0.0001*** |
X3 | 4.35 | 1 | 4.35 | 16.52 | 0.0048*** | 0.9870 | 1 | 0.9870 | 1.58 | 0.2494 | 2.33 | 1 | 2.33 | 1.72 | 0.2314 |
X1 X2 | 40.77 | 1 | 40.77 | 154.75 | < 0.0001*** | 728.46 | 1 | 728.46 | 1164.55 | < 0.0001*** | 277.89 | 1 | 277.89 | 204.56 | <0.0001*** |
X1X3 | 9.73 | 1 | 9.73 | 36.95 | 0.0005*** | 157.63 | 1 | 157.63 | 251.99 | < 0.0001*** | 62.96 | 1 | 62.96 | 46.35 | 0.0003*** |
X2 X3 | 2.66 | 1 | 2.66 | 10.09 | 0.0156* | 6.92 | 1 | 6.92 | 11.06 | 0.0127* | 1.16 | 1 | 1.16 | 0.8507 | 0.3870 |
x1 2 | 57.00 | 1 | 57.00 | 216.36 | < 0.0001*** | 1431.68 | 1 | 1431.68 | 2288.75 | < 0.0001*** | 547.68 | 1 | 547.68 | 403.16 | < 0.0001*** |
x2 2 | 2.98 | 1 | 2.98 | 11.30 | 0.0121* | 39.75 | 1 | 39.75 | 63.55 | < 0.0001*** | 63.39 | 1 | 63.39 | 46.66 | 0.0002*** |
x3 2 | 2.55 | 1 | 2.55 | 9.68 | 0.0170* | 24.96 | 1 | 24.96 | 39.90 | 0.0004*** | 13.01 | 1 | 13.01 | 9.57 | 0.0175* |
Residual | 1.84 | 7 | 0.2634 | 4.38 | 7 | 0.6255 | 9.51 | 7 | 1.36 | ||||||
Lack of Fit | 1.20 | 3 | 0.3985 | 2.46 | 0.2026 | 0.1166 | 3 | 0.0389 | 0.0365 | 0.9893 | 2.71 | 3 | 0.9023 | 0.5306 | 0.6851 |
Pure Error | 0.6485 | 4 | 0.1621 | 4.26 | 4 | 1.07 | 6.80 | 4 | 1.70 | ||||||
C.V. % | 4.00 | 1.42 | 4.23 | ||||||||||||
R2 | 0.9922 | 0.9992 | 0.9947 | ||||||||||||
Adjusted (R2) | 0.9822 | 0.9982 | 0.9878 | ||||||||||||
Predicted (R2) | 0.9150 | 0.9985 | 0.9698 | ||||||||||||
Adequate Precision | 43.1435 | 105.173 | 41.3223 |
p-value<0.05 indicates the significance of data (*significant; ***highly significant).