Table 6.
Source | Polynomial coefficients | Sum of squares | DF | Mean square | F value | Prob > F |
---|---|---|---|---|---|---|
Model | 8.534E − 004 | 5 | 1.707E − 004 | 27.81 | 0.0002** | |
Intercept | 0.49 | |||||
X 1 | 4.121E − 003 | 1.359E − 004 | 1 | 1.359E − 004 | 22.14 | 0.0022** |
X 2 | 6.432E − 003 | 3.310E − 004 | 1 | 3.310E − 004 | 53.93 | 0.0002** |
X 1 2 | 2.600E − 003 | 4.703E − 005 | 1 | 4.703E − 005 | 7.66 | 0.0278* |
X 2 2 | −5.900E − 003 | 2.422E − 004 | 1 | 2.422E − 004 | 39.46 | 0.0004** |
X 1 X 2 | −4.000E − 003 | 6.400E − 005 | 1 | 6.400E − 005 | 10.43 | 0.0145* |
Residual | 4.295E − 005 | 7 | 6.136E − 006 | |||
Lack of fit | 3.215E − 005 | 3 | 1.072E − 005 | 3.97 | 0.1081 | |
Pure error | 1.080E − 005 | 4 | 2.700E − 006 |
*Statistically significant at 95% probability level.
**Statistically significant at 99% probability level.
X 1: aeration rate (vvm); X 2: agitation rate (rpm); X 1 2 and X 2 2: the quadratic terms; X 1 X 2: the interaction term.
R 2 = 0.9521.