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. Author manuscript; available in PMC: 2012 Jan 1.
Published in final edited form as: Struct Equ Modeling. 2011 Jan 1;18(3):357–369. doi: 10.1080/10705511.2011.582001

Table 3.

Simulation results for path c′, the direct effect of treatment on outcome (population value = .2).

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