A comparative simulation study of data-driven methods for estimating density level sets

Paula Saavedra-Nieves, Wenceslao González-Manteiga, Alberto Rodríguez-Casal

Density level sets are mainly estimated using one of three methodologies: plug-in, excess mass, or a hybrid approach. The plug-in methods are based on replacing the unknown density…