Model | Time-dependent | Rank correlation | Approximate accuracy | ||||
---|---|---|---|---|---|---|---|
W1 | % Improvementa | WB | % Improvementa | W1 | WB | ||
STM | – | 0.135 ± 0.012 | – | 0.170 ± 0.012 | – | 0.44 | 0.46 |
RMM.t | No | 0.148 ± 0.012 | +10 | 0.185 ± 0.012 | +9 | 0.48 | 0.51 |
RMM.p | No | 0.162 ± 0.012 | +20 | 0.174 ± 0.012 | +2 | 0.53 | 0.47 |
GLMM | No | 0.150 ± 0.012 | +11 | 0.190 ± 0.012 | +12 | 0.49 | 0.52 |
RMM.t | Yes | 0.063 ± 0.013 | −53 | 0.134 ± 0.012 | −21 | 0.20 | 0.37 |
RMM.p | Yes | 0.049 ± 0.013 | −64 | 0.124 ± 0.012 | −27 | 0.16 | 0.34 |
GLMM | Yes | 0.081 ± 0.013 | −41 | 0.149 ± 0.012 | −12 | 0.26 | 0.41 |