Table 1.
Comparison of Bayesian estimates using data simulated from a JLCM with a same covariate effects on recurrence and termination risks: RB is the relative bias, SD is the average posterior Standard-Deviation, and RMSE is the square-root of mean square error based on 500 replicates.
| n=100 | n=400 | ||||||
|---|---|---|---|---|---|---|---|
| Methods | Paramter | RB | SD | RMSE | RB | SD | RMSE |
| JLCM with uniform prior for η | α | −0.026 | 0.421 | 0.165 | −0.004 | 0.331 | 0.160 |
| β | −0.008 | 0.198 | 0.193 | −0.005 | 0.139 | 0.137 | |
| γ | −0.094 | 0.220 | 0.214 | −0.057 | 0.154 | 0.177 | |
| η1 | 0.022 | 0.262 | 0.097 | 0.006 | 0.221 | 0.083 | |
| η2 | 0.078 | 0.433 | 0.145 | 0.004 | 0.381 | 0.124 | |
| K | 0.159 | 0.877 | 0.480 | 0.150 | 0.801 | 0.451 | |
| JLCM with Cauchy prior for η | α | 0.043 | 0.497 | 0.211 | 0.008 | 0.361 | 0.185 |
| β | −0.081 | 0.187 | 0.203 | 0.005 | 0.122 | 0.111 | |
| γ | −0.126 | 0.218 | 0.250 | −0.074 | 0.146 | 0.205 | |
| η1 | −0.942 | 0.028 | 0.377 | −0.918 | 0.014 | 0.367 | |
| η2 | −0.909 | 0.083 | 0.727 | −0.948 | 0.016 | 0.758 | |
| K | 0.852 | 0.475 | 1.727 | 0.862 | 0.542 | 1.752 | |
| Shared-frailty Model | β | −0.163 | 0.207 | 0.263 | −0.147 | 0.152 | 0.212 |
| γ | −0.127 | 0.245 | 0.276 | −0.084 | 0.217 | 0.178 | |