Table 6.
Hosmer and Lemeshow goodness of fit (GOF) test for model with gene–gene interaction shows no significant difference (almost zero difference) between observed and expected probabilities (p-value = 1, > 0.05).
| Observed probability value y0 | Observed probability value y1 | Expected probability value yhat0 | Expected probability value yhat1 | Difference (y0-yhat0) | Difference (y1-yhat1) |
|---|---|---|---|---|---|
| 21 | 0 | 21 | 6.09E−11 | 6.09E−11 | − 6.09E−11 |
| 21 | 0 | 21 | 6.09E−11 | 6.09E−11 | − 6.09E−11 |
| 21 | 0 | 21 | 6.09E−11 | 6.09E−11 | − 6.09E−11 |
| 3 | 32 | 3 | 32 | − 8.41E−11 | 8.41E−11 |
| 0 | 43 | 1.25E−10 | 43 | − 1.25E−10 | 1.25E−10 |
| 0 | 52 | 1.51E−10 | 52 | − 1.51E−10 | 1.51E−10 |
| 0 | 17 | 4.93E−11 | 17 | − 4.93E−11 | 4.93E−11 |
Model with gene–gene interaction: DiseaseGrade_4 ~ CD151 + CEND1 + DCHS1 + SMPD1 + TPP1 + GATD1 + RNH1 + SMCR8 + CD151 * CEND1 * DCHS1 * SMPD1 * TPP1 * GATD1 * RNH1 * SMCR8.