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. 2016 Aug 30;16(1):112. doi: 10.1186/s12874-016-0202-7

Table 1.

Simulation results for the design in Fig. 1: the estimated means, based on 500 replicates, are reported for coefficients in model (4)

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