Table 2. ANOVA results of significant factors in quadratic model.
| Source | Df | Adj SS | Adj MS | F-value | p-value |
|---|---|---|---|---|---|
| Model | 7 | 328.000 | 46.857 | 18.07 | 0.0001 |
| Linear | 4 | 218.185 | 54.546 | 21.04 | <0.0001 |
| Temperature/°C (X1) | 1 | 11.740 | 11.740 | 4.53 | 0.047 |
| t/min* (X2) | 1 | 1.631 | 1.631 | 0.63 | 0.437 |
| φ(water)/% (X3) | 1 | 53.616 | 53.616 | 20.68 | <0.0001 |
| (V/m)/(mL/g) (X4) | 1 | 145.078 | 145.078 | 55.96 | <0.0001 |
| Quadratic | 2 | 86.503 | 43.251 | 16.68 | <0.0001 |
| X12 | 1 | 27.051 | 27.051 | 10.43 | 0.004 |
| X42 | 1 | 48.513 | 48.513 | 18.71 | <0.0001 |
| Two-way interaction | 1 | 20.278 | 20.278 | 7.82 | 0.012 |
| X1·X2 | 1 | 20.278 | 20.278 | 7.82 | 0.012 |
| Error | 19 | 49.256 | 2.592 | ||
| Lack-of-fit | 14 | 43.460 | 3.104 | 2.68 | 0.141 |
| Pure error | 5 | 5.796 | 1.159 | ||
| Total | 26 | 377.255 |
R2=86.94%, R2(adj)=82.13%, R2(pred)=69.34%; *In the final model, while time as a single factor is not significant (p>0.05), it is significant in the 2-way interaction and is therefore included