Table 2.
Simulation results for the settings with p = 3 and t = 50.
| ℳ1 | ζ | n | ℳ2 |
|
|
|
|
ctrue | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cox | 0.3 | 50 | Cox | 0.076(0.072) | 0.020(0.049) | 0.062(0.092) | 0.000(0.062) | 0.834 | ||||
| AFT‡ | 0.069(0.075) | 0.003(0.050) | ||||||||||
| 500 | Cox | 0.068(0.020) | 0.027(0.014) | 0.040(0.040) | 0.003(0.015) | |||||||
| AFT‡ | 0.054(0.019) | 0.011(0.013) | ||||||||||
| 0.6 | 50 | Cox | 0.035(0.042) | 0.010(0.035) | 0.023(0.045) | 0.001(0.034) | 0.830 | |||||
| AFT‡ | 0.029(0.042) | 0.002(0.034) | ||||||||||
| 500 | Cox | 0.031(0.012) | 0.013(0.010) | 0.010(0.016) | 0.001(0.010) | |||||||
| AFT‡ | 0.020(0.012) | 0.000(0.010) | ||||||||||
| AFT† | 0.3 | 50 | Cox | 0.076(0.072) | 0.020(0.049) | 0.063(0.092) | 0.000(0.061) | 0.834 | ||||
| AFT‡ | 0.069(0.076) | 0.003(0.050) | ||||||||||
| 500 | Cox | 0.068(0.020) | 0.027(0.014) | 0.041(0.040) | 0.003(0.027) | |||||||
| AFT‡ | 0.055(0.020) | 0.010(0.009) | ||||||||||
| 0.6 | 50 | Cox | 0.035(0.042) | 0.010(0.034) | 0.024(0.046) | 0.001(0.034) | 0.830 | |||||
| AFT‡ | 0.029(0.042) | 0.002(0.033) | ||||||||||
| 500 | Cox | 0.031(0.012) | 0.013(0.011) | 0.010(0.016) | 0.001(0.010) | |||||||
| AFT‡ | 0.020(0.012) | 0.000(0.010) |
Note that both true underlying models for survival time and censoring time are Cox PH models; and
are the same when ℳ2 is Cox or AFT because they do not require the estimation of censoring weights.
Mis-specifying the model for survival time as an AFT model with the log-logistic distribution.
Mis-specifying the model for censoring time as an AFT model with the log-logistic distribution.