Coefficients | Physicochemical analysis | Functional analysis | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
pH | acidity (% w/w) | WHC (% w/w) | Syneresis (% w/w) | Protein content % | Fat content % | Ash content % | Viscosity (cp) | Lab count (log cfu/g) | Antioxidant activity % | Proteolytic activity % | |
Intercept | 3.9 | 0.833 | 67.4 | 39.14 | 3.29 | 3.398 | 0.354 | 3758.8 | 7.417 | 61.1 | 0.47 |
X1 | -0.2* | 0.062 | 6.5* | -8.48* | -0.1* | -0.1* | -0.002 | 1694.2* | 0.8* | 8.17* | 0.04* |
X2 | -0.2* | 0.28* | 4* | -3.92* | -0.1* | -0.1* | 0.012 | 70.5 | -0.6* | 4.05* | 0.03 |
X1X2 | 0 | 2.13 | 0 | 0 | 0 | -0.01 | 0.008 | 152.75 | 0.42* | 0 | 0 |
X12 | 0 | 0.18* | 0 | 0 | 0 | -0.1* | 0.017 | -348.4 | 0 | 0 | 0 |
X22 | 0 | -0.07 | 0 | 0 | 0 | -0.02 | 0.027* | -434.4 | 0 | 0 | 0 |
Model (p-value) | * | ** | *** | *** | ** | *** | ns | *** | *** | *** | ** |
Lack of fit (p-value) | 0.5Â ns | 0.1Â ns | 0.2Â ns | 0.05Â ns | 0.6Â ns | 0.1Â ns | 0.3Â ns | 0.7Â ns | 0.8Â ns | 0.5Â ns | 0.3Â ns |
R2 | 0.67 | 0.90 | 0.9 | 0.88 | 0.64 | 0.95 | 0.696 | 0.968 | 0.920 | 0.95 | 0.54 |
Coefficients | Functional analysis | Texture analysis | Sensory analysis | |||||||
---|---|---|---|---|---|---|---|---|---|---|
inhibition of E.coli % | Inhibition of L.monocytogenes % | Hardness (N) | Gumminess (N) | Adhesiveness (N) | Cohesiveness (N) | Taste | mouthfeel | appearance | Overall acceptability | |
Intercept | 7.60 | 7.14 | 35.57 | 1.13 | 21.2 | 0.64 | 7.48 | 7.5 | 7.29 | 7.46 |
X1 | 1.9* | 1.67* | -7.3* | -0.5* | -4.2* | 0.02 | -0.08* | 0.05 | -0.08* | -0.3* |
X2 | 2.3* | 2.5* | 0.02 | 0.21* | -0.41 | 0.02* | -0.4* | -0.6* | -0.42* | -0.47* |
X1X2 | 0.97* | 0 | 0 | 0 | 1.83* | 0 | 0.15* | 0.3* | 0.15* | -0.05* |
X12 | 0 | 0 | 0 | 0 | 3.39* | 0 | -0.2* | 0 | -0.1* | 0.15* |
X22 | 0 | 0 | 0 | 0 | -0.08 | 0 | 0.073 | 0 | 0.1* | 0.145* |
Model (p-value) | *** | *** | *** | *** | ** | *** | *** | ** | *** | *** |
Lack of fit (p-value) | 0.2Â ns | 0.2Â ns | 0.7Â ns | 0.1Â ns | 0.6Â ns | 0.3Â ns | 0.2Â ns | 0.2Â ns | 0.04Â ns | 0.2Â ns |
R2 | 0.94 | 0.86 | 0.92 | 0.91 | 0.21 | 0.78 | 0.9 | 0.9 | 0.98 | 0.96 |