2 papers
math.ST2026
Confidence envelopes for the false discoveries with heterogeneous data
Romain Périer, Gilles Blanchard, Sebastian Döhler +2
In the context of selective inference, confidence envelopes for the false discoveries allow the user to select any subset of null hypotheses while having a statistical guarantee on…
stat.ME2026
Reliable conformal novelty detection at the decision boundary
Zijun Gao, Etienne Roquain, Daniel Xiang
Novelty detection via conformal -values and BH procedure provides distribution-free global false discovery rate (FDR) control. We present here fundamental limits of this approac…