Depth and Depth-Based Classification with R Package ddalpha

Following the seminal idea of Tukey (1975), data depth is a function that measures how close an arbitrary point of the space is located to an implicitly defined center of a data cloud. Having undergone theoretical and computational developments, it is now employed in numerous applications with class...

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Bibliographic Details
Main Authors: Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2019-10-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2796