From: Power and sample size estimation in microarray studies
Average formulation: Univariate method | 95% probability formulation: Proposed method | ||||||||
---|---|---|---|---|---|---|---|---|---|
π 1 | λ 0 | n | q | λ | ϕ λ 0 | n | q | λ | ϕ λ 0 |
5% | 60% | 9 | 0.0412 | 0.65 | 0.661 | 13 | 0.0431 | 0.94 | 0.976 |
70% | 9 | 0.0424 | 0.65 | 0.558 | 14 | 0.0443 | 0.97 | 0.984 | |
80% | 10 | 0.0389 | 0.76 | 0.611 | 15 | 0.0458 | 0.99 | 0.993 | |
90% | 12 | 0.0460 | 0.91 | 0.743 | 17 | 0.0426 | 1.00 | 0.998 | |
10% | 60% | 8 | 0.0427 | 0.66 | 0.666 | 11 | 0.0474 | 0.92 | 0.964 |
70% | 8 | 0.0419 | 0.66 | 0.585 | 12 | 0.0478 | 0.96 | 0.973 | |
80% | 9 | 0.0431 | 0.78 | 0.666 | 13 | 0.0450 | 0.98 | 0.981 | |
90% | 11 | 0.0466 | 0.92 | 0.800 | 15 | 0.0475 | 1.00 | 0.994 | |
20% | 60% | 7 | 0.0433 | 0.69 | 0.711 | 10 | 0.0447 | 0.94 | 0.975 |
70% | 7 | 0.0448 | 0.69 | 0.634 | 11 | 0.0498 | 0.97 | 0.987 | |
80% | 8 | 0.0428 | 0.81 | 0.703 | 12 | 0.0496 | 0.99 | 0.994 | |
90% | 9 | 0.0442 | 0.89 | 0.716 | 14 | 0.0488 | 1.00 | 1.000 |