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. Author manuscript; available in PMC: 2020 Jun 1.
Published in final edited form as: Stat Med. 2014 Jun 29;33(25):4337–4352. doi: 10.1002/sim.6239

Table I.

Simulation results for 7% censoring.

β01 β02 β1 β2 β3 α1 α2 α3 γ

True parameter values 0.5 0.5 0.5 0.9 0.75 0.5 0.9 0.75 1
Semiparametric with n = 100
Mean 0.519 0.666 0.682 0.622 0.525 0.574 0.979
Bias 0.019 −0.234 −0.068 0.122 −0.375 −0.176 −0.021
Empirical SE 0.187 0.150 0.162 0.381 0.234 0.256 0.316
Bootstrap SE 0.152 0.151 0.164 0.289 0.210 0.226 0.411
95% CI coverage 0.938 0.928 0.959 0.851 0.877 0.892 0.995
Semiparametric with n = 200
Mean 0.524 0.730 0.694 0.650 0.609 0.595 1.007
Bias 0.024 −0.170 −0.056 0.150 −0.291 −0.155 0.007
Empirical SE 0.120 0.112 0.111 0.324 0.181 0.187 0.294
Bootstrap SE 0.106 0.119 0.118 0.231 0.171 0.176 0.276
95% CI coverage 0.915 0.969 0.964 0.906 0.924 0.942 0.920
Parametric with n = 100
Mean 0.511 0.504 0.502 0.910 0.830 0.496 0.900 0.872 1.014
Bias 0.011 0.004 0.002 0.010 0.080 −0.004 <0.001 0.122 0.014
Empirical SE 0.141 0.183 0.118 0.153 0.766 0.118 0.191 1.432 0.307
Model SE 0.141 0.182 0.114 0.134 0.192 0.123 0.168 0.267 0.297
95% CI coverage 0.952 0.948 0.956 0.919 0.956 0.960 0.927 0.980 0.948
Parametric with n = 200
Mean 0.499 0.513 0.490 0.897 0.772 0.498 0.886 0.770 1.005
Bias −0.001 0.013 −0.010 −0.003 0.022 −0.002 −0.014 0.020 0.005
Empirical SE 0.097 0.141 0.081 0.085 0.132 0.091 0.117 0.178 0.214
Model SE 0.100 0.130 0.080 0.095 0.125 0.087 0.119 0.167 0.208
95% CI coverage 0.948 0.928 0.952 0.968 0.936 0.940 0.952 0.948 0.944
Parametric with n = 100; event time link misspecified
Mean −0.650 0.504 0.435 0.899 0.986 0.421 0.875 1.033 1.039
Bias −1.150 0.004 −0.065 −0.001 0.236 −0.079 −0.025 0.283 0.039
Empirical SE 0.260 0.191 0.211 0.137 1.300 0.284 0.272 1.644 0.397
Model SE 0.258 0.187 0.219 0.135 0.263 0.235 0.202 0.378 0.330
95% CI coverage 0.936 0.949 0.962 0.953 0.941 0.915 0.932 0.958 0.915
Parametric with n = 200; event time link misspecified
Mean −0.639 0.506 0.416 0.889 1.036 0.422 0.858 1.230 0.973
Bias −1.139 0.006 −0.084 −0.011 0.286 −0.078 −0.042 0.480 −0.027
Empirical SE 0.176 0.138 0.157 0.095 1.719 0.205 0.294 2.952 0.366
Model SE 0.181 0.133 0.154 0.095 0.186 0.169 0.146 0.258 0.225
95% CI coverage 0.958 0.946 0.942 0.954 0.729 0.929 0.888 0.504 0.921