Table 4.
Simulation results under marginal model λik(t) = λ0k(t)exp{0.5Xik + 0.2Zik}, n = 4000, K = 4, ρk = 0.025, σ = 0.1, and the censoring rate is 80%.
|
β(1) = 0.5 |
β(1) = 0.2 |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| θ | Method | |Bias| (×102) |
SD (×10) |
SE (×10) |
CR | RE | |Bias| (×102) |
SD (×10) |
SE (×10) |
CR | RE |
| 0.2 | EPPL | 0.53 | 0.27 | 0.26 | 0.93 | – | 0.39 | 0.36 | 0.43 | 0.96 | – |
| QIF_V | 0.53 | 1.13 | 1.14 | 0.95 | 0.05 | 0.74 | 2.40 | 2.25 | 0.94 | 0.02 | |
| EQIF | 0.52 | 0.24 | 0.24 | 0.94 | 1.21 | 0.45 | 0.30 | 0.39 | 0.98 | 1.39 | |
| 0.5 | EPPL | 0.51 | 0.27 | 0.26 | 0.93 | – | 0.41 | 0.34 | 0.43 | 0.98 | – |
| QIF_V | 0.29 | 1.15 | 1.14 | 0.94 | 0.05 | 1.70 | 2.37 | 2.25 | 0.94 | 0.02 | |
| EQIF | 0.50 | 0.25 | 0.25 | 0.93 | 1.09 | 0.50 | 0.31 | 0.42 | 0.98 | 1.14 | |
| 2 | EPPL | 0.45 | 0.26 | 0.25 | 0.93 | – | 0.45 | 0.34 | 0.43 | 0.98 | – |
| QIF_V | 0.78 | 1.14 | 1.13 | 0.95 | 0.05 | 2.87 | 2.36 | 2.25 | 0.94 | 0.02 | |
| EQIF | 0.44 | 0.26 | 0.25 | 0.93 | 1.00 | 0.50 | 0.34 | 0.43 | 0.98 | 0.99 | |