Table 3.
The results of multiple bayesian quantile, probit and logistic models.
Quantile | Ordinal Probit | Ordinal Logistic | |||||||||||||
Variables | 25th | 50th | 75th | ||||||||||||
Mean | SD | P | Mean | SD | P | Mean | SD | P | Mean | SD | P | Mean | SD | P | |
Marital status (married) | - | - | - | 1.12 | 0.49 | 0.02 | 1.62 | 0.47 | <0.01 | - | - | - | - | - | - |
Familial history (positive) | - | - | - | 1.08 | 0.66 | 0.1 | 1.33 | 0.61 | 0.02 | - | - | - | - | - | - |
rs3780413 (GG) | -1.03 | 0.65 | 0.11 | - | - | - | - | - | - | -0.45 | 0.23 | 0.04 | -0.69 | 0.39 | 0.07 |
Contamination/ Cleaning | -0.94 | 0.42 | 0.03 | -1.14 | 0.38 | <0.01 | -1.1 | 0.37 | <0.01 | -0.36 | 0.12 | <0.01 | -0.61 | 0.2 | <0.01 |
Somatic | - | - | - | - | - | -0.58 | 0.28 | 0.04 | - | - | - | - | - | - | |
GOF index | Value | Value | Value | Value | Value | ||||||||||
AIC | 206.95 | 207.17 | 204.18 | 210.59 | 211.37 | ||||||||||
Weighted kappa | 0.13 | 0.1 | 0.23 | 0.3 | 0.29 | ||||||||||
Accuracy | 0.587 | 0.587 | 0.614 | 0.614 | 0.614 |