Table 4.
Comparison of the exit probabilities between the proposed time-varying CP method with the four different β-spending functions and the fixed CP method at each interim analysis and the overall size based on 100,000 Monte-Carlo samples for data generated with p1 =p2 = 40%
| Information time (t) | f1(t) | f2(t) | f3(t) | f4(t) | Fixed CP method with γ = 0.1 | |||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
||||||
| k = 4 | k = 9 | k = 4 | k = 9 | k = 4 | k = 9 | k = 4 | k = 9 | k = 4 | k = 9 | |
| 0.1 | ||||||||||
| Efficacy | – | 0.000 | – | 0.000 | – | 0.000 | – | 0.000 | – | 0.000 |
| Futility | – | 0.001 | – | 0.079 | – | 0.040 | – | 0.018 | – | 0.000 |
| 0.2 | ||||||||||
| Efficacy | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Futility | 0.012 | 0.011 | 0.171 | 0.070 | 0.111 | 0.055 | 0.067 | 0.038 | 0.000 | 0.000 |
| 0.3 | ||||||||||
| Efficacy | – | 0.001 | – | 0.001 | – | 0.001 | – | 0.001 | – | 0.001 |
| Futility | – | 0.064 | – | 0.113 | – | 0.091 | – | 0.072 | – | 0.005 |
| 0.4 | ||||||||||
| Efficacy | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 |
| Futility | 0.184 | 0.126 | 0.184 | 0.078 | 0.168 | 0.105 | 0.171 | 0.094 | 0.044 | 0.038 |
| 0.5 | ||||||||||
| Efficacy | – | 0.004 | – | 0.004 | – | 0.004 | – | 0.004 | – | 0.004 |
| Futility | – | 0.141 | – | 0.080 | – | 0.097 | – | 0.097 | – | 0.118 |
| 0.6 | ||||||||||
| Efficacy | 0.010 | 0.007 | 0.010 | 0.007 | 0.010 | 0.007 | 0.010 | 0.007 | 0.010 | 0.007 |
| Futility | 0.285 | 0.104 | 0.171 | 0.077 | 0.222 | 0.086 | 0.200 | 0.126 | 0.305 | 0.192 |
| 0.7 | ||||||||||
| Efficacy | – | 0.009 | – | 0.009 | – | 0.009 | – | 0.009 | – | 0.009 |
| Futility | – | 0.119 | – | 0.069 | – | 0.108 | – | 0.084 | – | 0.187 |
| 0.8 | ||||||||||
| Efficacy | 0.017 | 0.010 | 0.016 | 0.010 | 0.017 | 0.010 | 0.017 | 0.010 | 0.017 | 0.010 |
| Futility | 0.183 | 0.073 | 0.125 | 0.060 | 0.136 | 0.068 | 0.180 | 0.100 | 0.352 | 0.170 |
| 0.9 | ||||||||||
| Efficacy | – | 0.010 | – | 0.010 | – | 0.010 | – | 0.010 | – | 0.010 |
| Futility | – | 0.080 | – | 0.050 | – | 0.053 | – | 0.085 | – | 0.129 |
| 1.0 | ||||||||||
| Efficacy | 0.021 | 0.013 | 0.021 | 0.012 | 0.021 | 0.012 | 0.021 | 0.013 | 0.022 | 0.013 |
| Futility | 0.287 | 0.227 | 0.300 | 0.269 | 0.313 | 0.242 | 0.332 | 0.232 | 0.248 | 0.106 |
| Size | 0.050 | 0.056 | 0.049 | 0.055 | 0.050 | 0.055 | 0.050 | 0.056 | 0.051 | 0.056 |