Table 7.
The analysis of variance of optimization experimental design for loss of substrate mass by keratynolytic strains
ANOVA for response surface quadratic model | |||||
---|---|---|---|---|---|
Source | Sum of squares | df | Mean square | F value | p |
Model | 15,786.23 | 9 | 1754.026 | 62.19 | <0.0001* |
X1 | 0.22 | 1 | 0.22 | 0.008 | 0.930 |
X2 | 5037.98 | 1 | 1364.19 | 48.37 | <0.0001* |
X3 | 1591.25 | 1 | 5037.98 | 178.64 | <0.0001* |
X21 | 1364.19 | 1 | 2139.41 | 75.86 | <0.0001* |
X22 | 2139.41 | 1 | 1591.25 | 56.42 | <0.0001* |
X23 | 3738.37 | 1 | 3738.37 | 132.55 | <0.0001* |
X1X2 | 136.44 | 1 | 136.44 | 4.83 | <0.0001* |
X1X3 | 69.91 | 1 | 69.90 | 2.47 | 0.124 |
X2X3 | 3.68 | 1 | 3.68 | 0.13 | 0.720 |
Residual | 987.06 | 35 | 28.20 | ||
Lack of fit | 189.19 | 3 | 63.06 | ||
Pure error | 797.87 | 32 | 24.93 | ||
Cor total | 16,773.29 | 44 |
* Significant at 5% level; R 2 = 0.9411; = 0.9260