Table 1.
Total sample size (equally sized groups; r =0.5) required for evaluating the joint effects of both relative risks with an overall power of 1 − β =0.80 and 0.90 for a one-sided test at the significance level of α =0.025
| Assumption | Overall power |
Sample Size | Correlation | |||||
|---|---|---|---|---|---|---|---|---|
| 0.0 | 0.3 | 0.5 | 0.8 | 0.99 | ||||
| A1 | 1. CDD 50% reduction with CDD frequencies of 4% in placebo | 0.80 | Normal approximation | 2,222 | 2,212 | 2,204 | 2,198 | 2,198 |
| (Empirical power) | (0.796) | (0.796) | (0.794) | (0.793) | (0.793) | |||
| Simulation-based | 2,260 | 2,240 | 2,238 | 2,234 | 2,234 | |||
| (Empirical power) | (0.802) | (0.800) | (0.801) | (0.802) | (0.802) | |||
| 2. AAD 50% reduction with ADD frequencies of 10% in placebo | 0.90 | Normal approximation | 2,978 | 2,976 | 2,974 | 2,972 | 2,972 | |
| (Empirical power) | (0.902) | (0.898) | (0.900) | (0.900) | (0.900) | |||
| Simulation-based | 2,968 | 2,972 | 2,974 | 2,972 | 2,972 | |||
| (Empirical power) | (0.900) | (0.900) | (0.900) | (0.900) | (0.900) | |||
| A2 | 1. CDD: 50% reduction with CDD frequencies of 4% in placebo | 0.80 | Normal approximation | 3,130 | 3,052 | 3,014 | 3,014 | 3,014 |
| (Empirical power) | (0.799) | (0.799) | (0.798) | (0.798) | (0.798) | |||
| Simulation-based | 3,134 | 3,060 | 3,022 | 3,022 | 3,022 | |||
| (Empirical power) | (0.802) | (0.802) | (0.800) | (0.800) | (0.800) | |||
| 2. AAD: 25% reduction with ADD frequencies of 15% in placebo | 0.90 | Normal approximation | 3,940 | 3,886 | 3,858 | 3,858 | 3,858 | |
| (Empirical power) | (0.902) | (0.900) | (0.900) | (0.900) | (0.900) | |||
| Simulation-based | 3,928 | 3,886 | 3,856 | 3,856 | 3,856 | |||
| (Empirical power) | (0.900) | (0.900) | (0.900) | (0.900) | (0.900) | |||
The empirical powers under the given sample size using 100,000 Monte-Carlo trials. Monte-Carlo simulation-based sample size was calculated using 100,000 Monte-Carlo trials.