Table 3.
Source | Polynomial coefficient | Sum of squares | df | Mean squares | F value | Prob > F |
---|---|---|---|---|---|---|
Model | 178.95 | 9 | 19.88 | 43.82 | < 0.0001** | |
Intercept | 10.64 | |||||
X 1 | 1.94 | 37.71 | 1 | 37.71 | 83.11 | < 0.0001** |
X 2 | 2.01 | 40.20 | 1 | 40.20 | 88.59 | < 0.0001** |
X 3 | − 0.12 | 0.15 | 1 | 0.15 | 0.33 | 0.5764 |
− 3.31 | 30.16 | 1 | 30.16 | 66.47 | < 0.0001** | |
− 0.43 | 0.50 | 1 | 0.50 | 1.10 | 0.3181 | |
0.11 | 0.035 | 1 | 0.035 | 0.078 | 0.7862 | |
X 1 X 2 | 2.2 | 38.81 | 1 | 38.81 | 85.52 | < 0.0001** |
X 1 X 3 | 0.05 | 0.02 | 1 | 0.02 | 0.044 | 0.8379 |
X 2 X 3 | 0.19 | 0.30 | 1 | 0.30 | 0.65 | 0.4377 |
Residual | 4.54 | 10 | 0.45 | |||
Lack of fit | 1.45 | 5 | 0.29 | 0.47 | 0.7858 | |
Pure error | 3.08 | 5 | 0.62 |
X 1: glucose (g/L); X2: urea (g/L); X3: agitation (rpm); , , : the quadratic terms; X1X2, X1X3, X2X3: the interaction terms. R2 = 0.9753
**Statistically significant at 99% probability level