Table 1 The mean and standard errors (in brackets) of modified false discovery rate (mFDR) over 30 replications for Grace-AKO versus Grace model with a pre-specified mFDR level at 0.1
p | \(n = 100\) | \(n = 200\) | \(n = 300\) | |||
|---|---|---|---|---|---|---|
Grace-AKO | Grace | Grace-AKO | Grace | Grace-AKO | Grace | |
10 | 0.01 (0.018) | 0.15 (0.032) | 0.03 (0.032) | 0.22 (0.049) | 0.03 (0.025) | 0.26 (0.053) |
20 | 0.02 (0.027) | 0.26 (0.045) | 0.02 (0.023) | 0.37 (0.045) | 0.03 (0.040) | 0.43 (0.010) |
40 | 0.03 (0.030) | 0.24 (0.062) | 0.04 (0.030) | 0.48 (0.040) | 0.06 (0.047) | 0.61 (0.030) |
60 | 0.04 (0.026) | 0.40 (0.053) | 0.03 (0.026) | 0.55 (0.032) | 0.06 (0.034) | 0.67 (0.018) |