2 papers
stat.ME2026
Improved null proportion estimators for multiple discrete tests with plug-in FDR control
Sebastian Döhler, Iqraa Meah
It is well known that the performance of the Benjamini and Hochberg (BH) procedure can be improved by incorporating estimators of the number or proportion of null hypotheses to yie…
math.ST2024
False discovery proportion envelopes with m-consistency
Iqraa Meah, Gilles Blanchard, Etienne Roquain
We provide new non-asymptotic false discovery proportion (FDP) confidence envelopes in several multiple testing settings relevant for modern high dimensional-data methods. We revis…