Table 3.
All confounders | Half of confounders | No confounders | |||||||
---|---|---|---|---|---|---|---|---|---|
b = .7 | b = .5 | b = .3 | b = .7 | b = .5 | b = .3 | b = .7 | b = .5 | b = .3 | |
N = 100
| |||||||||
Mean | 0.171 | 0.190 | 0.190 | 0.134 | 0.153 | 0.138 | 0.001 | 0.020 | 0.006 |
Bias | −0.029 | −0.010 | −0.010 | −0.066 | −0.047 | −0.062 | −0.199 | −0.180 | −0.194 |
Rel. Bias | −0.143 | −0.048 | −0.048 | −0.332 | −0.236 | −0.309 | −0.997 | −0.899 | −0.969 |
SD | 0.216 | 0.221 | 0.221 | 0.231 | 0.236 | 0.242 | 0.270 | 0.273 | 0.290 |
MSE | 0.048 | 0.049 | 0.049 | 0.058 | 0.058 | 0.062 | 0.112 | 0.107 | 0.121 |
| |||||||||
N = 250
| |||||||||
Mean | 0.197 | 0.186 | 0.186 | 0.156 | 0.145 | 0.146 | 0.009 | −0.003 | −0.002 |
Bias | −0.003 | −0.014 | −0.014 | −0.044 | −0.055 | −0.054 | −0.191 | −0.203 | −0.202 |
Rel. Bias | −0.015 | −0.070 | −0.070 | −0.219 | −0.275 | −0.269 | −0.956 | −1.017 | −1.008 |
SD | 0.131 | 0.132 | 0.132 | 0.147 | 0.146 | 0.146 | 0.174 | 0.172 | 0.177 |
MSE | 0.017 | 0.018 | 0.018 | 0.024 | 0.024 | 0.024 | 0.067 | 0.071 | 0.072 |
| |||||||||
N = 500
| |||||||||
Mean | 0.192 | 0.188 | 0.188 | 0.146 | 0.143 | 0.150 | 0.000 | −0.004 | 0.003 |
Bias | −0.008 | −0.012 | −0.012 | −0.054 | −0.057 | −0.050 | −0.200 | −0.204 | −0.197 |
Rel. Bias | −0.040 | −0.058 | −0.058 | −0.270 | −0.285 | −0.249 | −1.002 | −1.022 | −0.983 |
SD | 0.093 | 0.096 | 0.096 | 0.103 | 0.106 | 0.104 | 0.123 | 0.122 | 0.119 |
MSE | 0.009 | 0.009 | 0.009 | 0.013 | 0.014 | 0.013 | 0.055 | 0.057 | 0.053 |
| |||||||||
N = 1000
| |||||||||
Mean | 0.199 | 0.197 | 0.197 | 0.152 | 0.150 | 0.149 | 0.003 | 0.001 | 0.000 |
Bias | −0.001 | −0.003 | −0.003 | −0.048 | −0.050 | −0.051 | −0.197 | −0.199 | −0.200 |
Rel. Bias | −0.005 | −0.016 | −0.016 | −0.240 | −0.251 | −0.255 | −0.987 | −0.996 | −1.001 |
SD | 0.067 | 0.068 | 0.068 | 0.075 | 0.075 | 0.074 | 0.091 | 0.088 | 0.089 |
MSE | 0.005 | 0.005 | 0.005 | 0.008 | 0.008 | 0.008 | 0.047 | 0.047 | 0.048 |