CRAN/E | simuclustfactor

simuclustfactor

Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

Installation

About

Implements two iterative techniques called T3Clus and 3Fkmeans, aimed at simultaneously clustering objects and a factorial dimensionality reduction of variables and occasions on three-mode datasets developed by Vichi et al. (2007) doi:10.1007/s00357-007-0006-x. Also, we provide a convex combination of these two simultaneous procedures called CT3Clus and based on a hyperparameter alpha (alpha in [0,1], with 3FKMeans for alpha=0 and T3Clus for alpha= 1) also developed by Vichi et al. (2007) doi:10.1007/s00357-007-0006-x. Furthermore, we implemented the traditional tandem procedures of T3Clus (TWCFTA) and 3FKMeans (TWFCTA) for sequential clustering-factorial decomposition (TWCFTA), and vice-versa (TWFCTA) proposed by P. Arabie and L. Hubert (1996) doi:10.1007/978-3-642-79999-0_1.

Key Metrics

Version 0.0.3
R ≥ 2.10
Published 2022-10-18 719 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Prosper Ablordeppey

Authors

Prosper Ablordeppey

aut / cre

Adelaide Freitas

ctb

Giorgia Zaccaria

ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 2.10

Imports

methods
stats
Rdpack

Suggests

testthat ≥ 3.0.0