Table 2.
Simulation results for the modified weighted kappa estimator with discrete survival times simulated from the Discrete Clayton model based on 500 simulation runs, with comparison to sample kappa estimator based on complete observations
| Proposed Kappa Estimator |
Sample estimator of κ̂ with complete obs. only |
||||||||
|---|---|---|---|---|---|---|---|---|---|
| Sample size |
Censoring % |
κ̂ mean (SD) |
Bootstrap SE mean (SD) |
Coverage Prob. |
sample estimator mean(SD) |
Bootstrap SE SE (SD) |
Coverage Prob. |
||
| 0.472 | 50 | 10% | 0.455(0.120) | 0.112(0.016) | 91.6 | 0.461(0.120) | 0.115(0.017) | 92.0 | |
| 30% | 0.436(0.129) | 0.116(0.016) | 88.7 | 0.356(0.165) | 0.137(0.022) | 81.6 | |||
| 50% | 0.373(0.200) | 0.127(0.020) | 80.3 | 0.309(0.248) | 0.154(0.031) | 69.5 | |||
| 100 | 10% | 0.462(0.085) | 0.082(0.011) | 93.9 | 0.459(0.090) | 0.086(0.011) | 93.0 | ||
| 30% | 0.457(0.092) | 0.086(0.011) | 91.2 | 0.373(0.121) | 0.109(0.012) | 83.4 | |||
| 50% | 0.427(0.112) | 0.103(0.014) | 90.8 | 0.329(0.166) | 0.133(0.022) | 76.8 | |||
| 200 | 10% | 0.472(0.060) | 0.058(0.006) | 94.0 | 0.461(0.062) | 0.061(0.006) | 94.3 | ||
| 30% | 0.460(0.063) | 0.062(0.007) | 93.6 | 0.370(0.087) | 0.082(0.009) | 78.5 | |||
| 50% | 0.456(0.081) | 0.077(0.009) | 93.8 | 0.336(0.119) | 0.106(0.013) | 76.6 | |||
| 0.651 | 50 | 10% | 0.640 (0.092) | 0.089(0.018) | 92.0 | 0.628(0.095) | 0.095(0.021) | 91.8 | |
| 30% | 0.609(0.100) | 0.100(0.019) | 95.1 | 0.518(0.149 | 0.130(0.025) | 82.6 | |||
| 50% | 0.535(0.137) | 0.123(0.022) | 83.6 | 0.466(0.212) | 0.154(0.034) | 77.5 | |||
| 100 | 10% | 0.646(0.062) | 0.062(0.010) | 93.9 | 0.631(0.067) | 0.068(0.012) | 96.1 | ||
| 30% | 0.634(0.067) | 0.068(0.011) | 95.9 | 0.536(0.099) | 0.097(0.017) | 85.0 | |||
| 50% | 0.600(0.092) | 0.088(0.015) | 91.2 | 0.505(0.139) | 0.128(0.024) | 81.3 | |||
| 200 | 10% | 0.650(0.044) | 0.044(0.006) | 95.1 | 0.635(0.046) | 0.047(0.006) | 94.7 | ||
| 30% | 0.640(0.047) | 0.048(0.006) | 94.9 | 0.543(0.070) | 0.070(0.010) | 71.9 | |||
| 50% | 0.630(0.064) | 0.062(0.009) | 93.8 | 0.513(0.099) | 0.097(0.015) | 75.8 | |||
| 0.804 | 50 | 10% | 0.790(0.059) | 0.060(0.016) | 93.6 | 0.784(0.066) | 0.064(0.020) | 94.9 | |
| 30% | 0.765(0.066) | 0.072(0.017) | 95.1 | 0.704(0.112) | 0.101(0.030) | 90.0 | |||
| 50% | 0.688(0.130) | 0.109(0.025) | 86.7 | 0.663(0.159) | 0.137(0.042) | 86.7 | |||
| 100 | 10% | 0.799(0.039) | 0.041(0.008) | 95.7 | 0.795(0.041) | 0.044(0.010) | 95.5 | ||
| 30% | 0.780(0.044) | 0.048(0.009) | 95.7 | 0.720(0.069) | 0.070(0.017) | 87.3 | |||
| 50% | 0.746(0.065) | 0.070(0.014) | 91.6 | 0.683(0.105) | 0.102(0.029) | 86.5 | |||
| 200 | 10% | 0.802(0.027) | 0.028(0.004) | 96.1 | 0.794(0.031) | 0.030(0.005) | 93.6 | ||
| 30% | 0.792(0.031) | 0.032(0.005) | 95.9 | 0.721(0.050) | 0.049(0.008) | 68.8 | |||
| 50% | 0.767(0.046) | 0.047(0.007) | 92.6 | 0.698(0.070) | 0.070(0.017) | 76.2 | |||