Table 6.
Analysis of variance (ANOVA) for response surface model-CCD.
Source | DF | Sum of squares | Mean square | F-Value | P-Value |
---|---|---|---|---|---|
Model | 14 | 3657.62 | 261.26 | 6.06 | 0.000 (Significant) |
Linear | 4 | 2345.43 | 586.36 | 13.61 | 0.000 |
Temperature (°C) | 1 | 458.15 | 458.15 | 10.63 | 0.005 |
Tryptone (%) | 1 | 37.75 | 37.75 | 0.88 | 0.363 |
Inoculum size (%) | 1 | 5.38 | 5.38 | 0.12 | 0.728 |
Incubation time (hrs) | 1 | 1844.16 | 1844.16 | 42.81 | 0.000 |
Square | 4 | 821.88 | 205.47 | 4.77 | 0.010 |
Temperature (°C)* Temperature (°C) | 1 | 338.71 | 338.71 | 7.86 | 0.013 |
Tryptone (%)*Tryptone (%) | 1 | 281.78 | 281.78 | 6.54 | 0.021 |
Inoculum size (%)*Inoculum size (%) | 1 | 336.25 | 336.25 | 7.81 | 0.013 |
Incubation time (hrs)*Incubation time (hrs) | 1 | 106.42 | 106.42 | 2.47 | 0.136 |
2-Way Interaction | 6 | 490.30 | 81.72 | 1.90 | 0.143 |
Temperature (°C)*Tryptone (%) | 1 | 2.72 | 2.72 | 0.06 | 0.805 |
Temperature (°C)*Inoculum size (%) | 1 | 3.05 | 3.05 | 0.07 | 0.794 |
Temperature (°C)*Incubation time (hrs) | 1 | 480.49 | 480.49 | 11.15 | 0.004 |
Tryptone (%)*Inoculum size (%) | 1 | 1.38 | 1.38 | 0.03 | 0.860 |
Tryptone (%)*Incubation time (hrs) | 1 | 0.18 | 0.18 | 0.00 | 0.949 |
Inoculum size (%)*Incubation time (hrs) | 1 | 2.48 | 2.48 | 0.06 | 0.813 |
Error | 16 | 689.29 | 43.08 | ||
Lack-of-Fit | 10 | 687.93 | 68.79 | 302.46 | 0.000 (Significant) |
Pure Error | 6 | 1.36 | 0.23 | ||
Total | 30 | 4346.91 |