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math.ST2026
On strongly coherent confidence envelopes for the false discoveries
Romain Périer, Gilles Blanchard, Guillermo Durand
Coherence is a long term notion in the literature of multiple testing. From FWER control multiple testing theory to confidence envelopes on the number of false positives, coherence…
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…
math.ST2024
FDR control and FDP bounds for conformal link prediction
Gilles Blanchard, Guillermo Durand, Ariane Marandon-Carlhian +1
In Marandon (2023), the author introduces a procedure to detect true edges from a partially observed graph using a conformal prediction fashion: first computing scores from a train…