sGBH selects groups of hypotheses of interest and applies weighted FDR control only to those groups, with conservativeness conditions and improved empirical power over GBH in sparse configurations.
(33) If in addition ˆπ0,S consistently estimates ˜π0, then lim supm→∞ ˜αm≤ α
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A grouped, selectively weighted false discovery rate procedure
sGBH selects groups of hypotheses of interest and applies weighted FDR control only to those groups, with conservativeness conditions and improved empirical power over GBH in sparse configurations.