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 |
|
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 |