Table V.
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.