Package: drclust
Type: Package
Title: Simultaneous Clustering and (or) Dimensionality Reduction
Version: 0.1
Date: 2024-04-19
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
Packaged: 2024-04-19 15:48:27 UTC; Ionel
Author: Ionel Prunila [aut, cre],
  Maurizio Vichi [aut]
Maintainer: Ionel Prunila <ionel.prunila@uniroma1.it>
Repository: CRAN
Date/Publication: 2024-04-22 18:22:47 UTC
Built: R 4.6.0; aarch64-apple-darwin20; 2025-07-18 11:05:49 UTC; unix
Archs: drclust.so.dSYM
