QuClu: Quantile-Based Clustering Algorithms

Various quantile-based clustering algorithms: algorithm CU (Common theta and Unscaled variables), algorithm CS (Common theta and Scaled variables through lambda_j), algorithm VU (Variable-wise theta_j and Unscaled variables) and algorithm VW (Variable-wise theta_j and Scaled variables through lambda_j). Hennig, C., Viroli, C., Anderlucci, L. (2019) "Quantile-based clustering." Electronic Journal of Statistics. 13 (2) 4849 - 4883 <doi:10.1214/19-EJS1640>.

Getting started

Package details

AuthorChristian Hennig, Cinzia Viroli and Laura Anderlucci
MaintainerLaura Anderlucci <laura.anderlucci@unibo.it>
LicenseGPL-2 | GPL-3
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("QuClu")

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QuClu documentation built on May 28, 2022, 1:22 a.m.