Table 3.
Models | Likelihood ratio test | AIC | Delta AIC# | ||||
---|---|---|---|---|---|---|---|
Deviance Resid | Df Resid | Dev | Pr(> Chi) | Model age—model X | Model age + yield—model X | ||
NULL | 58 | 77.94 | |||||
Age | 21.72 | 57 | 56.22 | 3.162e-06*** | 60.22 | ||
Age + yield | 8.92 | 56 | 47.3 | 0.002825** | 53.30 | 6.92 | |
Age + yield + ZNF296 | 10.90 | 55 | 36.4 | 0.0009606*** | 44.40 | 15.82 | 8.90 |
Age + yield + KLF2 | 8.44 | 55 | 38.86 | 0.003670** | 46.86 | 13.36 | 6.44 |
Age + yield + DUSP3 | 6.11 | 55 | 41.19 | 0.013421* | 49.19 | 11.03 | 4.11 |
Age + yield + ASUN | 4.78 | 55 | 42.53 | 0.028842* | 50.53 | 9.69 | 2.78 |
Age + yield + GBP5 | 3.65 | 55 | 43.65 | 0.056105 | 51.65 | 8.57 | 1.65 |
Age + yield + PTPRC | 3.11 | 55 | 44.19 | 0.077857 | 52.19 | 8.03 | 1.11 |
Age + yield + NEMF | 2.98 | 55 | 44.32 | 0.084195 | 52.32 | 7.90 | 0.98 |
Age + yield + GBP6 | 1.71 | 55 | 45.60 | 0.191 | 53.60 | 6.63 | − 0.29 |
Age + yield + C1QB | 1.28 | 55 | 46.02 | 0.258 | 54.02 | 6.20 | − 0.72 |
Age + yield + ARG1 | 0.60 | 55 | 46.70 | 0.438 | 54.70 | 5.52 | − 1.40 |
Age + yield + GAS6 | 0.52 | 55 | 46.78 | 0.469 | 54.78 | 5.44 | − 1.48 |
Age + yield + DHX29 | 0.08 | 55 | 47.22 | 0.778 | 55.22 | 5.00 | − 1.92 |
Age + yield + CD64 | 0.01 | 55 | 47.30 | 0.931 | 55.30 | 4.93 | − 1.99 |
Age + yield + BATF2 | 0.31 | 55 | 46.99 | 0.578 | 54.99 | 5.23 | − 1.69 |
*Significant p-value for likelihood ratio test.
#A change in AIC of ≥ 5 is considered noticeable.
Values in bold refer to significant predictive models.