Table 3.
Sequential analysis of deviance (anova): it sequentially compares the smaller model with the next more complex model by adding one variable (TS) in each step
| Predictor | Df | Deviance | Resid. Df | Resid. Dev | Pr(>Chi) |
|---|---|---|---|---|---|
| All tissues | 1 | 5534.7 | 23920 | 24919 | < 2.2e-16*** |
| Pancreas | 1 | 1694.8 | 23919 | 23224 | < 2.2e-16*** |
| Muscle | 1 | 617.6 | 23918 | 22606 | < 2.2e-16 *** |
| Kidney | 1 | 131.7 | 23917 | 22475 | < 2.2e-16*** |
| Adipose Tissue | 1 | 208.0 | 23916 | 22267 | < 2.2e-16*** |
| Heart | 1 | 124.2 | 23915 | 22142 | < 2.2e-16*** |
| Skin | 1 | 79.4 | 23914 | 22063 | < 2.2e-16*** |
| Salivary Gland | 1 | 27.6 | 23913 | 22035 | 1.476e-07*** |
| Adrenal Gland | 1 | 54.2 | 23912 | 21981 | 1.844e-13*** |
| Liver | 1 | 38.0 | 23911 | 21943 | 7.127e-10 *** |
| Testis | 1 | 18.6 | 23910 | 21925 | 1.582e-05*** |
| Blood | 1 | 35.0 | 23909 | 21890 | 3.280e-09*** |
| Brain | 1 | 14.5 | 23908 | 21875 | 0.0001425*** |
| Lung | 1 | 12.6 | 23907 | 21862 | 0.0003821*** |
| Esophagus | 1 | 19.8 | 23906 | 21843 | 8.546e-06*** |
| Colon | 1 | 12.9 | 23905 | 21830 | 0.0003299*** |
| Stomach | 1 | 5.5 | 23904 | 21824 | 0.0185580* |
| Thyroid | 1 | 3.2 | 23903 | 21821 | 0.0756208. |
| Cervix Uteri | 1 | 2.0 | 23902 | 21819 | 0.1569939 |
| Blood Vessel | 1 | 2.1 | 23901 | 21817 | 0.1460208 |
| Vagina | 1 | 1.2 | 23900 | 21816 | 0.2668693 |
| Nerve | 1 | 1.0 | 23899 | 21815 | 0.3103205 |
| Pituitary | 1 | 1.0 | 23898 | 21814 | 0.3151511 |
| Ovary | 1 | 0.6 | 23897 | 21813 | 0.4379597 |
| Bladder | 1 | 0.3 | 23896 | 21813 | 0.5573609 |
| Uterus | 1 | 0.3 | 23895 | 21812 | 0.5560578 |
| Prostate | 1 | 0.2 | 23894 | 21812 | 0.6973397 |
| Spleen | 1 | 0.1 | 23893 | 21812 | 0.7249901 |
| Small Intestine | 1 | 0.1 | 23892 | 21812 | 0.7569913 |
| Breast | 1 | 0.1 | 23891 | 21812 | 0.7576411 |
| Fallopian Tube | 1 | 0.0 | 23890 | 21812 | 0.9245252 |
Each of those comparisons is done via a likelihood ratio test. The model does not significantly improve after the inclusion of the best 17 TS as predictors (Signif. codes: 0 ‘***’ 0.001 ‘*’ 0.05 ‘.’ 0.1 ‘ ’1)