Table 4.
Int | β0 CML |
SCML | Int | βX CML |
SCML | Int | βZ CML |
SCML | Int | βXZ CML |
SCML | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
simple random; N = Nr = 1000 | ||||||||||||
Bias | −8.61 | −32.4 | −1.67 | 4.33 | −85.2 | 2.63 | 1.10 | 0.30 | −0.69 | 1.38 | 4.41 | −0.04 |
SE | 91.9 | 32.2 | 27.6 | 96.8 | 38.4 | 30.7 | 97.9 | 97.9 | 96.8 | 89.3 | 89.5 | 88.0 |
ESE | 91.8 | 33.5 | 26.2 | 92.5 | 39.2 | 30.1 | 92.5 | 92.5 | 91.0 | 85.9 | 85.2 | 85.6 |
MSE | 8.51 | 2.09 | 0.76 | 9.39 | 8.72 | 0.95 | 9.58 | 9.58 | 9.36 | 7,97 | 8.03 | 7.74 |
CP | 95.3 | 90.6 | 92.0 | 93.5 | 42.3 | 93.0 | 93.2 | 93.3 | 93.4 | 93.5 | 93.6 | 93.9 |
case-control; N = Nr = 1000 | ||||||||||||
Bias | - | −27.0 | −1.13 | 0.76 | −89.0 | 0.58 | 2.74 | 4.15 | 1.94 | 4.03 | −1.90 | 2.30 |
SE | - | 23.6 | 23.1 | 71.4 | 27.1 | 26.8 | 74.1 | 74.1 | 73.6 | 73.7 | 73.5 | 72.7 |
ESE | - | 23.2 | 23.1 | 73.3 | 27.9 | 27.4 | 73.3 | 72.7 | 72.5 | 71.6 | 69.8 | 71.2 |
MSE | - | 1.29 | 0.53 | 5.09 | 8.65 | 0.72 | 5.50 | 5.51 | 5.42 | 5.45 | 5.40 | 5.29 |
CP | - | 82.0 | 94.2 | 95.0 | 7.9 | 93.7 | 94.3 | 94.0 | 94.1 | 93.6 | 93.5 | 94.3 |
Int: internal-data only method
CML: constrained maximum likelihood method
SCML: synthetic constrained maximum likelihood method
ESE: estimated standard error
MSE: mean squared error
CP: coverage probability of a 95% confidence interval