Table 3.
Parameter estimates from 500 simulated datasets containing N = 10 and N = 30 patients distributed equally to receive one of five dose groups d1 . . . d5 over six cycles comparing comparing estimates based on Model 3 (α, β, ρ) that use multiple toxicity responses to estimates based on Models 6 (γ) and 7 (δ) that use a single binary toxicity response.
| Prior Mean (SD) | Estimate(Bias) | MSD1 | ESD2 | Coverage | |
|---|---|---|---|---|---|
| N=10 patients | |||||
| α | 1 (2) | 0.945 (0.055) | 0.682 | 0.585 | 99.6 |
| β | 0.5 (1) | 0.515 (−0.015) | 0.464 | 0.308 | 100 |
| ρ | 0.83 (0.14) | 0.820 (−0.020) | 0.137 | 0.040 | 100 |
| γ | 1 (2) | 0.916 (0.084) | 0.703 | 0.630 | 99.8 |
| δ | 1 (2) | 0.976 (0.024) | 0.548 | 0.536 | 92.6 |
| N=30 patients | |||||
| α | 1 (2) | 0.989 (0.011) | 0.466 | 0.408 | 96.0 |
| β | 0.5 (1) | 0.507 (−0.007) | 0.343 | 0.285 | 98.8 |
| ρ | 0.83 (0.14) | 0.802 (−0.002) | 0.133 | 0.058 | 99.8 |
| γ | 1 (2) | 0.940 (0.060) | 0.474 | 0.428 | 96.6 |
| δ | 1 (2) | 0.998 (0.002) | 0.333 | 0.331 | 94 |
MSD is mean of the SD from 500 estimates
ESD is empirical SD of the 500 estimates