2 papers
stat.ME2025
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…
stat.ME2025
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…