Package: drclust
Type: Package
Title: Simultaneous Clustering and (or) Dimensionality Reduction
Version: 0.1.1
Authors@R: c(person("Ionel", "Prunila", role = c("aut", "cre"), email = "ionel.prunila@uniroma1.it"), person("Maurizio", "Vichi", role = "aut", email = "maurizio.vichi@uniroma1.it"))
Description: Methods for simultaneous clustering and dimensionality
        reduction such as: Double k-means, Reduced k-means, Factorial
        k-means, Clustering with Disjoint PCA but also methods for
        exclusively dimensionality reduction: Disjoint PCA, Disjoint
        FA. The statistical methods implemented refer to the following
        articles: de Soete G., Carroll J. (1994) "K-means clustering in
        a low-dimensional Euclidean space"
        <doi:10.1007/978-3-642-51175-2_24> ; Vichi M. (2001) "Double
        k-means Clustering for Simultaneous Classification of Objects
        and Variables" <doi:10.1007/978-3-642-59471-7_6> ; Vichi M.,
        Kiers H.A.L. (2001) "Factorial k-means analysis for two-way
        data" <doi:10.1016/S0167-9473(00)00064-5> ; Vichi M., Saporta
        G. (2009) "Clustering and disjoint principal component
        analysis" <doi:10.1016/j.csda.2008.05.028> ; Vichi M. (2017)
        "Disjoint factor analysis with cross-loadings"
        <doi:10.1007/s11634-016-0263-9>.
License: GPL (>= 3)
Encoding: UTF-8
Imports: Rcpp, RcppArmadillo, fpc, cluster, factoextra, pheatmap
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.1
NeedsCompilation: yes
Author: Ionel Prunila [aut, cre], Maurizio Vichi [aut]
Maintainer: Ionel Prunila <ionel.prunila@uniroma1.it>
Packaged: 2026-09-29 09:30:51 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2025-10-03 09:30:02 UTC
RemoteUrl: https://github.com/cran/drclust
RemoteRef: HEAD
RemoteSha: b7a9f7ac8e1690a67cecffb9e7b115427010ae94