Post hoc confidence bounds on false positives using reference families
Post hoc confidence bounds on false positives using reference families
We follow a post hoc, "user-agnostic" approach to false discovery control in a large-scale multiple testing framework, as introduced by Genovese and Wasserman [J. Amer. Statist. Assoc. 101 (2006) 1408–1417], Goeman and Solari [Statist. Sci. 26 (2011) 584–597]: the statistical guarantee on the number of correct rejections must hold for …