Analytical and statistical properties of local depth functions motivated by clustering applications

Giacomo Francisci, Claudio Agostinelli, Alicia Nieto-Reyes +1

Local general depth ($LGD$) functions are used for describing the local geometric features and mode(s) in multivariate distributions. In this paper, we undertake a rigorous systema…