Data depth is a rapidly growing area in nonparametric statistics, especially suited for the analysis of multidimensional data. This paper covers influence functions and robustness, depth-based dispersion measures and a generalization of the basic notion of depth function, called local depth, able to cope with multimodal data.
Depth advances
AGOSTINELLI, Claudio;ROMANAZZI, Mario
2010-01-01
Abstract
Data depth is a rapidly growing area in nonparametric statistics, especially suited for the analysis of multidimensional data. This paper covers influence functions and robustness, depth-based dispersion measures and a generalization of the basic notion of depth function, called local depth, able to cope with multimodal data.
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