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Into Data Depth

Publication at Faculty of Mathematics and Physics |
2009

Abstract

Data depth is introduced as a generalization of ordering to be used in statistical analysis of multivariate data. The classical definitons of depth are recalled as well as new alternative depths are presented.

The strong and weak points are discussed for all depth functions.

Keywords