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. 2009 May 19;28(15):1982–1998. doi: 10.1002/sim.3618

Table V.

Simulation results for parameter βX in bivariate model.

Settings Analyses


βX βZ ρ n PERFECT CC LOGT T T2 NA NA-INT COX*
Bias
MCAR 0 0 0 336 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
0 0 0.5 336 0.00 −0.01 0.00 −0.01 0.00 −0.01 0.00 0.00
0 0.5 0 336 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
0 0.5 0.5 336 −0.01 −0.01 0.00 0.00 0.00 0.00 −0.01 0.00
0.5 0 0 84 0.01 0.03 −0.05 −0.03 −0.06 −0.03 −0.04 −0.03
0.5 0 0.5 84 0.01 0.03 −0.05 −0.04 −0.07 −0.03 −0.05 −0.04
0.5 0.5 0 84 0.00 0.03 −0.06 −0.05 −0.09 −0.04 −0.05 −0.05
0.5 0.5 0.5 84 0.01 0.03 −0.06 −0.07 −0.10 −0.05 −0.05 −0.07
MAR 0.5 0.5 0 84 0.00 0.04 −0.08 −0.09 −0.12 −0.07 −0.07 −0.08
0.5 0.5 0.5 84 0.01 0.04 −0.09 −0.11 −0.14 −0.09 −0.08 −0.11
Per cent error in model standard error
MCAR 0 0 0 336 0 1 5 1 4 1 3 1
0 0 0.5 336 0 4 8 4 7 4 6 5
0 0.5 0 336 1 61 5 2 6 1 2 3
0 0.5 0.5 336 2 4 8 7 11 6 7 9
0.5 0 0 84 0 −6 8 7 11 5 6 9
0.5 0 0.5 84 0 −5 9 7 10 6 5 8
0.5 0.5 0 84 −2 −5 9 9 14 6 6 11
0.5 0.5 0.5 84 −2 −2 13 13 17 11 10 15
MAR 0.5 0.5 0 84 −2 −9 11 13 17 10 7 14
0.5 0.5 0.5 84 −2 −3 15 19 24 16 12 18
Per cent power
MCAR 0.5 0 0 84 85 54 44 50 46 50 48 49
0.5 0 0.5 84 74 42 36 39 36 39 38 40
0.5 0.5 0 84 85 53 44 46 41 48 47 47
0.5 0.5 0.5 84 73 43 32 34 30 35 37 34
MAR 0.5 0.5 0 84 85 49 38 39 34 40 40 41
0.5 0.5 0.5 84 73 38 27 27 22 28 30 27

Monte Carlo error is ≤0.01 for bias, ≤3 per cent for per cent error in model standard error, ≤l.6 for power.

Bold cells have bias greater than 0.03, more than 10 per cent error in model standard error or power more than 3 per cent worse than method T.