Table 1.
Simulation results for estimates of IC50 and AUC and of Wald intervals and bootstrap intervals. Point and confidence limit estimates are computed as averages over the 1000 simulated data sets. The nominal level of coverage is 0.95. SE stands for standard error. Censoring rate is the proportion of 1000 estimated IC50s outside the concentration range.
Case 1 | Case 2 | Case 3 | Case 4 | |
---|---|---|---|---|
IC50 | ||||
True | 1.49 | 15.69 | 37.76 | 43.88 |
Bias | 0 | 0.09 | 0.59 | −0.69 |
Asymptotic SE | 0.10 | 2.51 | 6.03 | 7.42 |
Empirical SE | 0.11 | 2.49 | 5.88 | 5.89 |
Censoring rate | 0 | 0 | 0.065 | 0.264 |
Wald interval | ||||
Endpoints | (1.29, 1.69) | (10.89, 20.69) | (25.71, 49.37) | (26.22, 55.29) |
Coverage | 0.910 | 0.936 | 0.921 | 0.882 |
Bootstrap interval | ||||
Endpoints | (1.32, 1.69) | (11.91,21.66) | (29.69, 47.18) | (31.77, 49.20) |
Coverage | 0.901 | 0.909 | 0.926 | 0.940 |
AUC | ||||
True | 0.667 | 0.374 | 0.275 | 0.276 |
Bias | −0.001 | 0.000 | 0.000 | 0.000 |
Asymptotic SE | 0.012 | 0.013 | 0.013 | 0.013 |
Empirical SE | 0.013 | 0.013 | 0.013 | 0.013 |
Wald interval | ||||
Endpoints | (0.642, 0.690) | (0.349, 0.399) | (0.250, 0.300) | (0.251, 0.301) |
Coverage | 0.931 | 0.930 | 0.931 | 0.931 |
Bootstrap interval | ||||
Endpoints | (0.644, 0.688) | (0.352, 0.397) | (0.252, 0.298) | (0.254, 0.299) |
Coverage | 0.904 | 0.911 | 0.911 | 0.911 |