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. Author manuscript; available in PMC: 2019 Apr 15.
Published in final edited form as: Stat Med. 2017 Nov 29;37(8):1276–1289. doi: 10.1002/sim.7554

Table 4.

The percent (%) bias, mean squared error (MSE), and coverage probabilities (CP) are given for 2000 simulated data sets for the SIMEX and naive methods with n = 1000, exponential time, baseline hazard of 0.1, a normal distribution for the error term, and 25%, 50%, 75%, and 90% censoring for the true event time.

% Censored β
συ2
Method % Bias MSE CP
25 log(1.5) 0.5 SIMEX −4.776 0.048 0.931
Naive −12.72 0.064 0.712
1 SIMEX −9.331 0.059 0.872
Naive −18.31 0.084 0.492
log(3) 0.5 SIMEX −4.948 0.081 0.836
Naive −15.53 0.177 0.054
1 SIMEX −10.94 0.135 0.501
Naive −23.23 0.260 0.000
50 log(1.5) 0.5 SIMEX −2.828 0.051 0.939
Naive −7.090 0.054 0.902
1 SIMEX −5.325 0.056 0.930
Naive −10.41 0.063 0.839
log(3) 0.5 SIMEX −3.441 0.075 0.904
Naive −10.34 0.126 0.408
1 SIMEX −7.287 0.105 0.762
Naive −15.47 0.179 0.120
75 log(1.5) 0.5 SIMEX −1.430 0.066 0.948
Naive −3.130 0.065 0.939
1 SIMEX −2.496 0.068 0.946
Naive −4.590 0.067 0.940
log(3) 0.5 SIMEX −1.885 0.082 0.947
Naive −5.610 0.095 0.848
1 SIMEX −3.940 0.093 0.909
Naive −8.260 0.117 0.714
90 log(1.5) 0.5 SIMEX −1.233 0.084 0.956
Naive −1.690 0.082 0.946
1 SIMEX −1.804 0.085 0.960
Naive −2.680 0.084 0.941
log(3) 0.5 SIMEX −1.281 0.095 0.950
Naive −3.640 0.096 0.918
1 SIMEX −2.587 0.101 0.942
Naive −5.350 0.106 0.874