For any given and , choose , , . |
Compute of (4.2) for some pre-specified βs in the region |
βand pre-specified βs in the region , |
βsay , for . |
Compute . |
βThis is the UCB for . If exceeds , replace it by . |
Sort the observed -values such that , |
βand use (4.4) to compute the UPB for the false discovery proportion , |
βthat is, for |
. |
βIf exceeds 1, replace it by 1. |
Compute , |
βreject the hypotheses whose -values are no greater than , |
βwhich ensures that the false discovery proportion is not exceeding with |
βprobability . |