Table 3. Power (%) of the ADA method with two sets of candidate P-value truncation thresholds.
candidate P-value truncation thresholds | Given PAR = 0.3% and d = 20 | Given d = 20 and risk = 80% | Given risk = 80% and PAR = 0.3% | |||||||||||||
risk (%) | PAR (%) | d | ||||||||||||||
5 | 20 | 50 | 80 | 100 | 0.0 | 0.1 | 0.2 | 0.3 | 0.4 | 0.5 | 3 | 5 | 10 | 15 | 20 | |
Nominal significance level = 5% | ||||||||||||||||
0.10, 0.11,… 0.20 | 29.97 | 23.17 | 33.28 | 67.41 | 88.24 | 4.84 | 18.45 | 45.06 | 67.41 | 82.03 | 90.47 | 14.00 | 24.16 | 40.58 | 55.80 | 67.41 |
0.05, 0.06,…, 0.25 | 29.38 | 23.50 | 35.04 | 68.73 | 89.31 | 5.04 | 18.56 | 46.09 | 68.73 | 83.60 | 91.91 | 14.64 | 25.50 | 42.24 | 57.30 | 68.73 |
Nominal significance level = 1% | ||||||||||||||||
0.10, 0.11,…, 0.20 | 13.00 | 8.17 | 17.99 | 51.10 | 78.32 | 1.00 | 8.39 | 29.50 | 51.10 | 68.09 | 80.03 | 4.68 | 10.99 | 24.01 | 38.65 | 51.10 |
0.05, 0.06,…, 0.25 | 12.25 | 8.22 | 18.74 | 51.98 | 79.17 | 0.93 | 8.46 | 30.03 | 51.98 | 69.45 | 81.22 | 4.88 | 11.50 | 24.93 | 39.59 | 51.98 |