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. 2023 Oct 31;9(11):e21499. doi: 10.1016/j.heliyon.2023.e21499

Table 2.

ANOVA for the variables adjusted to the mixture optimisation design.

Independent factor
Moisture content (%)
aw
Encapsulation efficiency (%)
Hygroscopicity (%)
Carotenoid retention (%)
Vitamin E retention (%)
Oleic acid retention (%)
SS df p-value
Prob > F
SS df p-value
Prob > F
SS df p-value
Prob > F
SS df p-value
Prob > F
SS df p-value
Prob > F
SS df p-value
Prob > F
SS df p-value
Prob > F
Model 4.38 x 10−4 2 <0.0001 0.039 4 <0.0001 0.63 4 <0.0001 7.49 x 10−4 4 <0.0001 0.072 4 0.0005 0.026 3 0.0023 3.52 x 10−4 3 0.0002
Linear Mixture 1.72 x 10−4 1 <0.0001 3.10 x 10−3 1 <0.0001 0.051 1 0.0015 4.81 x 10−9 1 0.8787 2.85 x 10−3 1 0.1375 1.56 x 10−4 1 0.6689 4.67 x 10−5 1 0.0173
AB 2.62 x 10−4 1 <0.0001 0.018 1 <0.0001 0.58 1 <0.0001 4.06 x 10−5 1 <0.0001 9.61 x 10−4 1 0.3646 0.014 1 0.0022 1.01 x 10−4 1 0.0021
AB(A-B) 8.21 x 10−4 1 0.0001 5.37 x 10−5 1 0.8822 6.26 x 10−4 1 <0.0001 0.0095 1 0.1047 0.012 1 0.0040 2.05 x 10−5 1 0.0002
AB(A-B)2 3.64 x 10−3 1 <0.0001 0.11 1 0.0001 2.94 x 10−5 1 <0.0001 0.0590 1 <0.0001
Lack of Fit 1.89 x 10−5 4 0.3276 6.72 x 10−5 2 0.1257 9.63 x 10−3 2 0.1076 9.17 x 10−7 2 0.0686 0.0003 2 0.8973 8.43 x 10−5 3 0.9945 3.00 x 10−5 3 0.1127
Pure Error 1.97 x 10−5 6 6.75 x 10−5 6 8.74 x 10−3 6 6.36 x 10−7 6 0.0081 6 7.11 x 10−3 6 1.96 x 10−5 6
R2 0.92 1.00 0.97 1.00 0.90 0.78 0.88
R2-ajusted 0.90 0.99 0.96 1.00 0.84 0.71 0.84
Predicted R2 0.86 0.99 0.89 0.99 0.76 0.53 0.71

*SS = Sum of Squares, df = degrees of freedom.