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Bridging Centrality and Extremity : Refining Empirical Data Depth Using Extreme Value Statistics

Einmahl, John H. J. - 2015

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 have many...

Persistent link: https://www.econbiz.de/10013025715