Table 1.
Parameter estimation | ||||||||
β 12 | β 22 | β 23 | β 32 | |||||
(first-stage interventions A 1) | (second-stage interventions for responders A 2R) | (second-stage interventions for non-responders A 2NR) | (time of intervention T 2) | |||||
True value | 0.4 | 0.5 | 0.5 | 2 | ||||
Joint Model | Estimate | 0.407 | 0.503 | 0.502 | 1.790 | |||
MSE | 0.011 | 0.029 | 0.016 | 0.147 | ||||
CI% | 97.8 % | 95.0 % | 96.8 % | 94.2 % | ||||
Length of CI | 0.478 | 0.674 | 0.538 | 1.447 | ||||
TVMEM | Estimate | 0.275 | 0.503 | 0.501 | 4.073 | |||
MSE | 0.026 | 0.030 | 0.017 | 4.400 | ||||
CI% | 88.0 % | 95.6 % | 97.0 % | 0.0 % | ||||
Length of CI | 0.484 | 0.695 | 0.549 | 1.436 |
CI%: Coverage probability of the 95 % confidence interval
MSE mean squared error