Table 1.
Simulation results for path a, the effect of treatment on the mediator (population value = 1.0).
All confounders | Half of confounders | No confounders | |
---|---|---|---|
N = 100
| |||
Mean | 1.068 | 0.997 | 0.709 |
Bias | 0.068 | −0.003 | −0.291 |
Rel. Bias | 0.068 | −0.003 | −0.291 |
SD | 0.560 | 0.537 | 0.423 |
MSE | 0.318 | 0.289 | 0.264 |
| |||
N = 250
| |||
Mean | 1.035 | 0.976 | 0.689 |
Bias | 0.035 | −0.024 | −0.311 |
Rel. Bias | 0.035 | −0.024 | −0.311 |
SD | 0.329 | 0.321 | 0.255 |
MSE | 0.110 | 0.104 | 0.162 |
| |||
N = 500
| |||
Mean | 0.998 | 0.939 | 0.664 |
Bias | −0.002 | −0.061 | −0.336 |
Rel. Bias | −0.002 | −0.061 | −0.336 |
SD | 0.228 | 0.217 | 0.178 |
MSE | 0.052 | 0.051 | 0.144 |
| |||
N = 1000
| |||
Mean | 1.002 | 0.942 | 0.666 |
Bias | 0.002 | −0.058 | −0.334 |
Rel. Bias | 0.002 | −0.058 | −0.334 |
SD | 0.172 | 0.166 | 0.137 |
MSE | 0.029 | 0.031 | 0.130 |