Table 1. Restricted Mean Survival Time for Regimes of Interest in Simulation Studies.
| Regime | Full Adherent | Unweighted | Pooled Logistic | Proposed Method | |||||
|---|---|---|---|---|---|---|---|---|---|
| μ̂ | opt% | μ̂ | opt% | μ̂ | opt% | μ̂ | opt% | ||
| Scenario 1 | b1 = −1.0 | 4.016 (0.067) | 0% | 4.953 (0.121) | 0% | 4.039 (0.079) | 0% | 4.047 (0.073) | 0% |
| b2 = −0.5 | 4.876 (0.075) | 0% | 5.721 (0.115) | 0% | 4.671 (0.083) | 0% | 4.884 (0.080) | 0% | |
| b3 = 0.0 | 5.920 (0.091) | 0% | 6.578 (0.117) | 0% | 5.563 (0.100) | 0% | 5.918 (0.094) | 0% | |
| b4 = 0.5 | 6.787 (0.103) | 0% | 7.225 (0.124) | 0% | 6.425 (0.121) | 0% | 6.797 (0.107) | 0% | |
| b5 = 1.0 | 7.589 (0.113) | 0% | 7.785 (0.129) | 0% | 7.286 (0.135) | 0% | 7.600 (0.120) | 0% | |
| b6 = 1.5 | 8.340 (0.110) | 0% | 8.407 (0.128) | 0% | 8.159 (0.135) | 0% | 8.335 (0.131) | 0% | |
| b7 = 2.0 | 8.729 (0.114) | 99.6% | 8.919 (0.134) | 3.8% | 8.656 (0.147) | 92.0% | 8.710 (0.146) | 93.6% | |
| b8 = 2.5 | 8.503 (0.116) | 0.4% | 8.949 (0.143) | 96.2% | 8.421 (0.163) | 8.0% | 8.488 (0.158) | 6.4% | |
| b9 = 3.0 | 8.068 (0.114) | 0% | 8.668 (0.148) | 0% | 7.984 (0.175) | 0% | 8.045 (0.171) | 0% | |
| b10 = 3.5 | 7.632 (0.111) | 0% | 8.324 (0.156) | 0% | 7.519 (0.215) | 0% | 7.472 (0.310) | 0% | |
|
| |||||||||
| Scenario 2 | b1 = −2.0 | 4.872 (0.078) | 0% | 5.417 (0.096) | 0% | 4.153 (0.121) | 0% | 4.639 (0.103) | 0% |
| b2 = −1.5 | 4.921 (0.079) | 0% | 5.402 (0.093) | 0% | 4.293 (0.109) | 0% | 4.687 (0.099) | 0% | |
| b3 = −1.0 | 4.991 (0.079) | 0% | 5.410 (0.092) | 0% | 4.544 (0.110) | 0% | 4.829 (0.098) | 0% | |
| b4 = −0.5 | 5.091 (0.078) | 0% | 5.456 (0.091) | 0% | 4.867 (0.106) | 0% | 5.047 (0.093) | 0% | |
| b5 = 0.0 | 5.294 (0.079) | 0% | 5.572 (0.091) | 0% | 5.298 (0.117) | 0.2% | 5.380 (0.095) | 0% | |
| b6 = 0.5 | 5.757 (0.082) | 0.6% | 5.766 (0.093) | 80.4% | 5.891 (0.153) | 30.0% | 5.862 (0.101) | 29.0% | |
| b7 = 1.0 | 5.848 (0.088) | 99.4% | 5.736 (0.096) | 19.6% | 5.927 (0.219) | 50.4% | 5.890 (0.108) | 71.0% | |
| b8 = 1.5 | 5.562 (0.084) | 0% | 5.488 (0.095) | 0% | 5.658 (0.336) | 6.2% | 5.563 (0.112) | 0% | |
| b9 = 2.0 | 5.315 (0.081) | 0% | 5.280 (0.092) | 0% | 5.499 (0.431) | 4.8% | 5.307 (0.120) | 0% | |
| b10 = 2.5 | 5.138 (0.080) | 0% | 5.135 (0.092) | 0% | 5.372 (0.575) | 8.4% | 5.102 (0.134) | 0% | |
Note: The values in parentheses are the empirical standard deviations calculated from 500 MC replications, %opt is the percentage for the given regime to be identified as the optimal regime among the 500 replicates