Table VI.
Settings | Analyses | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
βX | βZ | ρ | n | PERFECT | CC | LOGT | T | T2 | NA | NA-INT | COX* | |
Bias | ||||||||||||
MCAR | 0 | 0 | 0 | 336 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
0 | 0 | 0.5 | 336 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
0 | 0.5 | 0 | 336 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | |
0 | 0.5 | 0.5 | 336 | 0.01 | 0.02 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | |
0.5 | 0 | 0 | 84 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | |
0.5 | 0 | 0.5 | 84 | 0.00 | 0.01 | 0.03 | 0.02 | 0.03 | 0.02 | 0.03 | 0.02 | |
0.5 | 0.5 | 0 | 84 | 0.02 | 0.03 | 0.00 | 0.00 | −0.01 | 0.00 | 0.02 | 0.00 | |
0.5 | 0.5 | 0.5 | 84 | 0.02 | 0.04 | 0.03 | 0.03 | 0.04 | 0.03 | 0.04 | 0.03 | |
MAR | 0.5 | 0.5 | 0 | 84 | 0.02 | 0.04 | 0.00 | −0.01 | −0.01 | −0.01 | 0.01 | −0.01 |
0.5 | 0.5 | 0.5 | 84 | 0.02 | 0.05 | 0.04 | 0.04 | 0.05 | 0.04 | 0.04 | 0.04 | |
Per cent error in model standard error | ||||||||||||
MCAR | 0 | 0 | 0 | 336 | −2 | 1 | −1 | −1 | −1 | −1 | −2 | −1 |
0 | 0 | 0.5 | 336 | −2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | |
0 | 0.5 | 0 | 336 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 2 | |
0 | 0.5 | 0.5 | 336 | 0 | 0 | 4 | 3 | 4 | 3 | 3 | 3 | |
0.5 | 0 | 0 | 84 | 4 | −6 | 9 | 9 | 10 | 9 | 6 | 9 | |
0.5 | 0 | 0.5 | 84 | 4 | −6 | 8 | 6 | 8 | 6 | 5 | 6 | |
0.5 | 0.5 | 0 | 84 | 2 | −4 | 6 | 7 | 8 | 6 | 5 | 8 | |
0.5 | 0.5 | 0.5 | 84 | 4 | −3 | 5 | 5 | 6 | 5 | 5 | 5 | |
MAR | 0.5 | 0.5 | 0 | 84 | 2 | −7 | 9 | 9 | 10 | 9 | 11 | 10 |
0.5 | 0.5 | 0.5 | 84 | 4 | −7 | 9 | 8 | 9 | 8 | 7 | 7 | |
Per cent power | ||||||||||||
MCAR | 0 | 0.5 | 0 | 336 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
0 | 0.5 | 0.5 | 336 | 100 | 97 | 100 | 100 | 100 | 100 | 100 | 100 | |
0.5 | 0.5 | 0 | 84 | 86 | 51 | 77 | 76 | 76 | 76 | 78 | 77 | |
0.5 | 0.5 | 0.5 | 84 | 76 | 41 | 68 | 66 | 69 | 66 | 68 | 67 | |
MAR | 0.5 | 0.5 | 0 | 84 | 86 | 43 | 72 | 72 | 72 | 73 | 73 | 73 |
0.5 | 0.5 | 0.5 | 84 | 76 | 36 | 64 | 65 | 66 | 64 | 63 | 65 |
Monte Carlo error is ≤0.01 for bias, ≤3 per cent for per cent error in model standard error and ≤1.6 per cent 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.