Depth-Based Classification for Distributions with Nonconvex Support

Halfspace depth became a popular nonparametric tool for statistical analysis of multivariate data during the last two decades. One of applications of data depth considered recently in literature is the classification problem. The data depth approach is used instead of the linear discriminant analys...

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Bibliographic Details
Main Authors: Daniel Hlubinka, Ondrej Vencalek
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2013/629184
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