Weighted data depth and its properties

Abstract

The paper deals with nonparametric methods for analysis of multivariate data. A generalization of the halfspace depth, so called weighted depth, is introduced.

Its properties are studied with respect to the weight function.

Keywords

• Weighted
• depth
• properties