Table 4.
Probability of toxicity estimates based on 500 simulated datasets containing N = 10 and N = 30 patients receiving one of five dose groups d1 . . . d5 over six cycles comparing estimates based on Model 3 to estimates based on Models 6 and 7. Results presented for α = 1, β = 0.5 and ρ = 0.8 and with patients distributed equally on the five dose levels.
| N = 10 | N = 30 | |||
|---|---|---|---|---|
| Estimate(Bias) | ESD1 | Estimate(Bias) | ESD1 | |
| First cycle | ||||
| Markov Model 3 | ||||
| d 1 | 0.019 (−0.001) | 0.011 | 0.020 (< 0.001) | 0.008 |
| d 2 | 0.047 (−0.003) | 0.028 | 0.049 (−0.001) | 0.020 |
| d 3 | 0.093 (−0.007) | 0.053 | 0.098 (−0.002) | 0.038 |
| d 4 | 0.148 (−0.012) | 0.081 | 0.156 (−0.004) | 0.059 |
| d 5 | 0.21 (−0.02) | 0.109 | 0.223 (−0.007) | 0.081 |
| Binary Model 6 | ||||
| d 1 | 0.018 (−0.002) | 0.012 | 0.019 (−0.001) | 0.008 |
| d 2 | 0.045 (−0.005) | 0.030 | 0.047 (−0.003) | 0.021 |
| d 3 | 0.090 (−0.010) | 0.057 | 0.093 (−0.007) | 0.040 |
| d 4 | 0.143 (−0.017) | 0.086 | 0.149 (−0.011) | 0.062 |
| d 5 | 0.203 (−0.027) | 0.114 | 0.213 (−0.017) | 0.085 |
| Any cycle | ||||
| Markov Model 3 | ||||
| d 1 | 0.038 (−0.004) | 0.021 | 0.042 (−0.001) | 0.016 |
| d 2 | 0.105 (−0.011) | 0.050 | 0.113 (−0.002) | 0.038 |
| d 3 | 0.234 (−0.021) | 0.092 | 0.250 (−0.005) | 0.068 |
| d 4 | 0.405 (−0.033) | 0.132 | 0.428 (−0.010) | 0.095 |
| d 5 | 0.598 (−0.046) | 0.152 | 0.626 (−0.019) | 0.109 |
| Binary Model 7 | ||||
| d 1 | 0.041 (−0.001) | 0.022 | 0.042 (< 0.001) | 0.014 |
| d 2 | 0.111 (−0.004) | 0.055 | 0.114 (−0.001) | 0.035 |
| d 3 | 0.241 (−0.014) | 0.107 | 0.251 (−0.004) | 0.070 |
| d 4 | 0.407 (−0.032) | 0.153 | 0.428 (−0.011) | 0.102 |
| d 5 | 0.590 (−0.055) | 0.176 | 0.624 (−0.02) | 0.115 |
ESD is empirical SD of the 500 estimates