Table 2.
Model coefficients and degree of fit for the different bread quality attributes.
Parameter | Model Coefficients |
Degree of fit |
||||||||
---|---|---|---|---|---|---|---|---|---|---|
β1(W) | β2(M) | β3(BSG) | β12(W×M) | β13(W×BSG) | β23(M×BSG) | β123(W×M×BSG) | R2 | Adj R2 | p-value | |
Color | 8.19∗ | 4.05∗ | -3.06∗ | 4.28 | 5.86 | 16.59 | -10.36 | 0.949 | 0.910 | <0.0001 |
flavour | 8.01∗ | -0.2967∗ | -1.59∗ | 8.77 | -0.0675 | 17.75∗ | 0.964 | 0.943 | <0.0001 | |
texture | 8.07∗ | 4.34∗ | -2.03∗ | 1.40 | 4.66 | 12.35 | 0.923 | 0.880 | <0.0002 | |
Taste | 8.13∗ | 1.62∗ | -2.25∗ | 6.85 | 3.44 | 14.79 | +1.68 | 0.944 | 0.902 | 0,0001 |
OAC | 8.08∗ | 0.720∗5 | -4.88∗ | 9.09 | 10.34 | 26.28 | -24.83 | 0.951 | 0.912 | <0.0001 |
Weight | 655.81∗ | 650.40∗ | 996.68∗ | 69.96 | -498.72∗ | -462.50∗ | 0.961 | 0.940 | <0.0001 | |
Volume | 849.02 | 931.91 | 928.46 | -488.97 | -420.36 | -85.80 | 0.550 | 0.300 | 0.154 | |
Sp volume | 1.29∗ | 1.46∗ | 0.8420∗ | -0.8821 | 0.2101 | 0.5335 | 0.653 | 0.480 | 0.036 | |
Density | 0.7684 | 0.7684 | 0.7684 | 0.7684 | 0.7684 | 0.7684 | 0.652 | 0.478 | 0.036 | |
Moisture | 37.32∗ | 43.40∗ | 59.01∗ | 0.6667 | -24.42 | -27.75 | 0.999 | 0.994 | 0.054 | |
Ash | 0.705∗ | 2.10∗ | 10.27∗ | 2.71 | -12.47 | -14.83 | 0.999 | 0.999 | 0.022 | |
Fat | 0.390∗ | 0.598∗ | 5.91∗ | 2.38 | -9.67 | -7.00 | 0.999 | 0.999 | 0.039 | |
protein | 14.42∗ | 11.28∗ | 57.79∗ | 29.44∗ | -63.32∗ | -56.67∗ | 0.999 | 0.990 | 0.0039 | |
Fiber | 1.46∗ | 26.70∗ | 26.04∗ | -19.00∗ | -15.06 | -75.08∗ | 0.999 | 0.990 | 0.007 |
The coefficients are significant at 0.05.