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. 2021 Mar;59(1):56–62. doi: 10.17113/ftb.59.01.21.6869

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