Selective inference after convex clustering with ${\ell }_1$ 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…