Table 4.
Operating Characteristics comparing the three response models using continuous doses
True MTD | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
−0.16 | 0.52 | 1.22 | ||||||||
Response ρ0 | (B) | Logistic | (A) | (D) | Logistic | (C) | (F) | Logistic | (E) | |
Safety | Average % DLTs | 45.000 | 45.900 | 47.800 | 33.600 | 34.100 | 33.500 | 28.200 | 28.200 | 26.600 |
% trials w. DLT rate > θ + 0.1 | 72.1 | 79.0 | 89.2 | 4.0 | 4.7 | 6.9 | 0.3 | 0.1 | 0.1 | |
Efficiency | Average MTD | −0.018 | −0.058 | −0.116 | 0.519 | 0.519 | 0.556 | 1.211 | 1.212 | 1.1246 |
Average bias | 0.139 | 0.099 | 0.041 | −0.001 | −0.001 | 0.036 | −0.005 | −0.004 | −0.091 | |
RMSE | 0.225 | 0.128 | 0.064 | 0.082 | 0.105 | 0.199 | 0.122 | 0.150 | 0.307 | |
% trials: MTD estimate is in | (γ − 0.10, γ + 0.10) | 42.1 | 56.7 | 87.3 | 78.9 | 66.3 | 37.6 | 62.0 | 49.4 | 16.9 |
(γ − 0.15, γ + 0.15) | 56.6 | 72.9 | 96.7 | 93.1 | 84.8 | 55.4 | 77.6 | 67.2 | 24.7 | |
(γ − 0.15γ, γ + 0.15γ) | 7.9 | 16.3 | 35.3 | 66.8 | 55.0 | 29.0 | 85.7 | 74.5 | 28.6 | |
(γ − 0.20γ, γ + 0.20γ) | 10.7 | 21.0 | 45.4 | 81.2 | 68.5 | 39.4 | 94.3 | 87.8 | 46.9 |