Table 4.
Analysis of variance and coded coefficients for the experimental results of the Box-Behnken design.
Source | DF | Adj SS | Adj MS | F-Value | P-Value |
---|---|---|---|---|---|
Model | 5 | 319 | 63.8 | 49.9 | 0 |
Linear | 4 | 283 | 70.75 | 55.33 | 0 |
Incubation time (day) | 1 | 140.083 | 140.083 | 109.55 | 0 |
Inoculum size % (v/v) | 1 | 30.083 | 30.083 | 23.53 | 0 |
Elicitation % (v/v) | 1 | 60.75 | 60.75 | 47.51 | 0 |
yeast extract (g/l) | 1 | 52.083 | 52.083 | 40.73 | 0 |
2-Way Interaction | 1 | 36 | 36 | 28.15 | 0 |
Elicitation % (v/v)*yeast extract (g/l) | 1 | 36 | 36 | 28.15 | 0 |
Error | 21 | 26.852 | 1.279 | ||
Lack-of-Fit | 19 | 26.185 | 1.378 | 4.13 | 0.212 |
Pure Error | 2 | 0.667 | 0.333 | ||
Total | 26 | 345.852 |
Coded Coefficients | |||||
---|---|---|---|---|---|
Term | Coef | SE Coef | T-Value | P-Value | VIF |
Constant | 15.074 | 0.218 | 69.27 | 0 | |
Incubation time (day) | 3.417 | 0.326 | 10.47 | 0 | 1 |
Inoculum size % (v/v) | 1.583 | 0.326 | 4.85 | 0 | 1 |
Elicitation % (v/v) | −2.25 | 0.326 | −6.89 | 0 | 1 |
yeast extract (g/l) | 2.083 | 0.326 | 6.38 | 0 | 1 |
Elicitation % (v/v)*yeast extract (g/l) | −3 | 0.565 | −5.31 | 0 | 1 |