uclust (0.1.0)

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Clustering and Classification Inference with U-Statistics.


Clustering and classification inference for high dimension low sample size (HDLSS) data with U-statistics. The package contains implementations of nonparametric statistical tests for sample homogeneity, group separation, clustering, and classification of multivariate data. The methods have high statistical power and are tailored for data in which the dimension L is much larger than sample size n. See Gabriela B. Cybis, Marcio Valk and Slvia RC Lopes (2018) and Marcio Valk and Gabriela B. Cybis (2018) .

Maintainer: Gabriela Cybis
Author(s): Gabriela Cybis [aut, cre], Marcio Valk [aut], Kazuki Yokoyama [ctb]

License: GPL-3

Uses: dendextend, robcor, testthat

Released 10 months ago.



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