Table 1.
Distribution | γ | Mean of β̂† (coverage probability)
|
|||
---|---|---|---|---|---|
Uncensored | 25% censoring | 50% censoring | 75% censoring | ||
Bernoulli⋄ | 0.25 | 0.999 (0.963) | 1.001 (0.925) | 1.001 (0.933) | 0.997 (0.817) |
0.5 | 1.001 (0.958) | 0.998 (0.936) | 1.003 (0.885) | 1.004 (0.790) | |
0.75 | 1.000 (0.954) | 1.004 (0.924) | 0.999 (0.918) | 1.005 (0.780) | |
1 | 1.003 (0.946) | 1.007 (0.935) | 1.008 (0.909) | 1.016 (0.744) | |
Normal* | 0.25 | 1.001 (0.931) | 0.996 (0.950) | 1.000 (0.911) | 1.000 (0.856) |
0.5 | 1.002 (0.949) | 1.000 (0.950) | 1.006 (0.910) | 0.995 (0.841) | |
0.75 | 1.010 (0.946) | 0.994 (0.928) | 1.003 (0.924) | 0.983 (0.841) | |
1 | 1.006 (0.941) | 0.995 (0.923) | 0.982 (0.892) | 1.028 (0.815) | |
Poisson‡ | 0.25 | 1.002 (0.959) | 1.003 (0.943) | 1.001 (0.935) | 0.998 (0.841) |
0.5 | 0.994 (0.939) | 0.995 (0.936) | 0.986 (0.899) | 0.994 (0.804) | |
0.75 | 0.981 (0.924) | 0.979 (0.892) | 0.965 (0.873) | 0.895 (0.768) | |
1 | 0.925 (0.894) | 0.922 (0.850) | 0.877 (0.828) | 0.811 (0.758) | |
Gamma△ | 0.25 | 1.001 (0.957) | 0.999 (0.948) | 1.002 (0.924) | 0.996 (0.855) |
0.5 | 0.999 (0.947) | 0.997 (0.919) | 0.996 (0.910) | 0.997 (0.851) | |
0.75 | 0.998 (0.951) | 0.989 (0.913) | 0.970 (0.893) | 0.957 (0.840) | |
1 | 0.931 (0.881) | 0.908 (0.853) | 0.915 (0.847) | 0.882 (0.780) |
For all models, the true value of β is 1.
Unmeasured Bernoulli covariate with π0 = 0.3, π1 = 0.866.
Unmeasured Normal covariate with μ0 = 0, μ1 = 1, σ0 = σ1 = 1.
Unmeasured Poisson covariate with λ0 = 1, λ1 = 1.58.
Unmeasured Gamma covariate with κ0 = κ1 = 0.75, θ0 = 0.5, θ1 = 0.868.