Einmahl, John; Li, Jun; Liu, Regina - Tilburg University, Center for Economic Research - 2015
Abstract: Data depth measures the centrality of a point with respect to a given distribution or data cloud. It provides a natural center-outward ordering of multivariate data points and yields a systematic nonparametric multivariate analysis scheme. In particular, the halfspace depth is shown to...