Table 3.
ANOVA for the effect of ZnSO4•7H2O, MnSO4•H2O, vitamin B5, and malt extract on yellow monascus pigment production and regression coefficients.
Source | Sum of squares-type III | df | Mean square | F value | p value Prob > F | Significance |
---|---|---|---|---|---|---|
Model | 3249.06 | 14 | 232.08 | 62.12 | <0.0001 | ** |
A (ZnSO4•7H2O) | 16.61 | 1 | 16.61 | 4.45 | 0.0535 | – |
B(MnSO4•H2O) | 173.43 | 1 | 173.43 | 46.42 | <0.0001 | ** |
C (malt extract) | 744.82 | 1 | 744.82 | 199.36 | <0.0001 | ** |
D (vitamin B5) | 0.053 | 1 | 0.053 | 0.014 | 0.9066 | – |
AB | 172.13 | 1 | 172.13 | 46.07 | <0.0001 | ** |
AC | 31.25 | 1 | 31.25 | 8.36 | 0.0118 | * |
AD | 139.71 | 1 | 139.71 | 37.40 | <0.0001 | ** |
BC | 27.41 | 1 | 27.41 | 7.34 | 0.0170 | * |
BD | 51.48 | 1 | 51.48 | 13.78 | 0.0023 | * |
CD | 4.95 | 1 | 4.95 | 1.33 | 0.2690 | – |
A 2 | 828.56 | 1 | 828.56 | 221.77 | <0.0001 | ** |
B 2 | 739.81 | 1 | 739.81 | 198.02 | <0.0001 | ** |
C 2 | 272.13 | 1 | 272.13 | 72.84 | <0.0001 | ** |
D 2 | 996.09 | 1 | 996.09 | 266.61 | <0.0001 | ** |
Residual | 52.31 | 14 | 3.74 | |||
Lack of fit | 48.33 | 10 | 4.83 | 4.87 | 0.0704 | – |
Pure error | 3.97 | 4 | 0.99 | |||
Corrected total | 3301.36 | 28 | ||||
SD | 1.93 | |||||
Mean | 87.79 | |||||
CV% | 2.20 | |||||
R 2 | 0.9842 | |||||
R 2 adj | 0.9683 | |||||
R 2 pred | 0.9138 | |||||
Adep. pre | 24.113 |
CV, coefficient of variation; R2, coefficient of determination; R2adj, adjusted R2; R2pred, predicted R2; and Adep. Pre, adequate precision.
p < 0.01 highly significant.
p < 0.05, significant; −, not significant.