92 citations · 463 across the 20 of their papers we have counts for
3 papers · 1 filter
False Discovery Proportion control for aggregated Knockoffs
Alexandre Blain, Bertrand Thirion, Olivier Grisel +1
Controlled variable selection is an important analytical step in various scientific fields, such as brain imaging or genomics. In these high-dimensional data settings, considering…
Post-clustering Inference under Dependence
Javier González-Delgado, Mathis Deronzier, Juan Cortés +1
Recent work by Gao et al. (JASA 2022) has laid the foundations for post-clustering inference, establishing a theoretical framework allowing to test for differences between means of…
Selective inference after convex clustering with penalization
François Bachoc, Cathy Maugis-Rabusseau, Pierre Neuvial
Classical inference methods notoriously fail when applied to data-driven test hypotheses or inference targets. Instead, dedicated methodologies are required to obtain statistical g…