Deviance and associated p-values from GLM associated with effect of cluster, sample and their interaction effects by sensory attribute for mayonnaise samples. Italic values indicate significance at 95% confidence level
| Attributes | Cluster | Sample | Cluster*sample | ||||
|---|---|---|---|---|---|---|---|
| Deviance | p-value | Deviance | p-value | Deviance | p-value | ||
| Appearance | Light yellow color | 0.8594 | 0.3539 | 3.8832 | 0.4220 | 5.3628 | 0.2521 |
| Intense yellow color | 0.0452 | 0.8316 | 0.8755 | 0.9280 | 1.0265 | 0.9058 | |
| Shiny | 7.5050 | 0.0062 | 4.9322 | 0.2943 | 6.8209 | 0.1457 | |
| Opaque | 0.0158 | 0.9000 | 3.1284 | 0.5366 | 4.7375 | 0.3153 | |
| With lumps | 1.4261 | 0.2324 | 3.5853 | 0.4650 | 0.2216 | 0.9943 | |
| Without lumps | 0.0043 | 0.9476 | 0.3966 | 0.9828 | 0.9727 | 0.9139 | |
| Thin consistency | 2.2189 | 0.1363 | 2.1369 | 0.7106 | 1.8060 | 0.7714 | |
| Thick consistency | 2.0257 | 0.1547 | 2.0607 | 0.7246 | 4.3530 | 0.3603 | |
| Aroma | Egg | 8.6693 | 0.0032 | 6.6144 | 0.1577 | 1.9785 | 0.7972 |
| Vegetable oil | 0.8047 | 0.3697 | 10.4925 | 0.0329 | 1.2569 | 0.8687 | |
| Vinegar | 0.8590 | 0.3540 | 151.1760 | <0.0001 | 1.5250 | 0.8222 | |
| Lemon | 2.8559 | 0.0910 | 11.4880 | 0.0216 | 2.0320 | 0.7299 | |
| Homemade mayonnaise-like | 0.0988 | 0.7532 | 13.7629 | 0.0081 | 1.7957 | 0.7733 | |
| Industrial mayonnaise-like | 0.3340 | 0.5633 | 1.2519 | 0.8695 | 1.1885 | 0.8800 | |
| Taste | Sour | 2.5464 | 0.1105 | 30.7012 | <0.0001 | 6.6131 | 0.1578 |
| Sweet | 0.6036 | 0.4372 | 4.9495 | 0.2925 | 6.0452 | 0.1958 | |
| Salty | 0.3194 | 0.5719 | 1.9919 | 0.7373 | 2.8027 | 0.5914 | |
| Bitter | 1.4455 | 0.2293 | 8.5169 | 0.0744 | 1.7631 | 0.7792 | |
| Flavor | Egg | 7.3265 | 0.0068 | 0.6728 | 0.9546 | 1.940 | 0.7973 |
| Vegetable oil | 0.0287 | 0.8655 | 1.6191 | 0.8054 | 1.3556 | 0.819 | |
| Vinegar | 1.5650 | 0.2109 | 92.304 | <0.0001 | 6.0320 | 0.1967 | |
| Lemon | 1.4321 | 0.2314 | 16.5530 | 0.0024 | 3.9733 | 0.4096 | |
| Homemade mayonnaise-like | 3.0182 | 0.0823 | 7.6505 | 0.1053 | 0.7637 | 0.9433 | |
| Industrial mayonnaise-like | 4.1991 | 0.0405 | 2.5157 | 0.6418 | 3.5593 | 0.4689 | |
| Mouthfeel | Creamy | 0.3424 | 0.5584 | 2.3019 | 0.6804 | 4.9409 | 0.2934 |
| Oily | 1.5473 | 0.2135 | 12.1773 | 0.0161 | 0.9464 | 0.9178 | |
| Spicy/Burning | 0.9530 | 0.3290 | 7.7729 | 0.1003 | 6.3995 | 0.1712 | |
| Astringent | 1.8969 | 0.1684 | 7.1668 | 0.1273 | 9.5054 | 0.0496 | |
| Attributes | Cluster | Sample | Cluster*sample | ||||
|---|---|---|---|---|---|---|---|
| Deviance | Deviance | Deviance | |||||
| Appearance | Light yellow color | 0.8594 | 0.3539 | 3.8832 | 0.4220 | 5.3628 | 0.2521 |
| Intense yellow color | 0.0452 | 0.8316 | 0.8755 | 0.9280 | 1.0265 | 0.9058 | |
| Shiny | 4.9322 | 0.2943 | 6.8209 | 0.1457 | |||
| Opaque | 0.0158 | 0.9000 | 3.1284 | 0.5366 | 4.7375 | 0.3153 | |
| With lumps | 1.4261 | 0.2324 | 3.5853 | 0.4650 | 0.2216 | 0.9943 | |
| Without lumps | 0.0043 | 0.9476 | 0.3966 | 0.9828 | 0.9727 | 0.9139 | |
| Thin consistency | 2.2189 | 0.1363 | 2.1369 | 0.7106 | 1.8060 | 0.7714 | |
| Thick consistency | 2.0257 | 0.1547 | 2.0607 | 0.7246 | 4.3530 | 0.3603 | |
| Aroma | Egg | 6.6144 | 0.1577 | 1.9785 | 0.7972 | ||
| Vegetable oil | 0.8047 | 0.3697 | 1.2569 | 0.8687 | |||
| Vinegar | 0.8590 | 0.3540 | 1.5250 | 0.8222 | |||
| Lemon | 2.8559 | 0.0910 | 2.0320 | 0.7299 | |||
| Homemade mayonnaise-like | 0.0988 | 0.7532 | 1.7957 | 0.7733 | |||
| Industrial mayonnaise-like | 0.3340 | 0.5633 | 1.2519 | 0.8695 | 1.1885 | 0.8800 | |
| Taste | Sour | 2.5464 | 0.1105 | 6.6131 | 0.1578 | ||
| Sweet | 0.6036 | 0.4372 | 4.9495 | 0.2925 | 6.0452 | 0.1958 | |
| Salty | 0.3194 | 0.5719 | 1.9919 | 0.7373 | 2.8027 | 0.5914 | |
| Bitter | 1.4455 | 0.2293 | 8.5169 | 0.0744 | 1.7631 | 0.7792 | |
| Flavor | Egg | 0.6728 | 0.9546 | 1.940 | 0.7973 | ||
| Vegetable oil | 0.0287 | 0.8655 | 1.6191 | 0.8054 | 1.3556 | 0.819 | |
| Vinegar | 1.5650 | 0.2109 | 6.0320 | 0.1967 | |||
| Lemon | 1.4321 | 0.2314 | 3.9733 | 0.4096 | |||
| Homemade mayonnaise-like | 3.0182 | 0.0823 | 7.6505 | 0.1053 | 0.7637 | 0.9433 | |
| Industrial mayonnaise-like | 2.5157 | 0.6418 | 3.5593 | 0.4689 | |||
| Mouthfeel | Creamy | 0.3424 | 0.5584 | 2.3019 | 0.6804 | 4.9409 | 0.2934 |
| Oily | 1.5473 | 0.2135 | 0.9464 | 0.9178 | |||
| Spicy/Burning | 0.9530 | 0.3290 | 7.7729 | 0.1003 | 6.3995 | 0.1712 | |
| Astringent | 1.8969 | 0.1684 | 7.1668 | 0.1273 | |||
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