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

Table 9.

Simulation results from the alternative simulation approach: the estimated means, based on 500 replicates, are reported for coefficients in model (4)

Parameter estimation
β 12 β 23 β 32 β 42
(first-stage intervention A 1) (second-stage interventions for responder A 2NR) (time of intervention T 2) (interaction term A 1 . A 2NR)
True value −0.6 0.5 0.4 −1.5
Joint model Estimate −0.608 0.492 0.447 −1.338
MSE 0.002 0.003 0.018 0.034
CI% 97 % 96 % 87 % 70 %
Length of CI 0.199 0.192 0.376 0.411
TVMEM Estimate −0.534 0.492 0.448 −2.367
MSE 0.007 0.003 0.020 0.763
CI% 74 % 93 % 84 % 0 %
Length of CI 0.197 0.191 0.376 0.529

CI%: Coverage probability of the 95 % confidence interval

MSE mean squared error