COMBINATION OF FACTORIAL METHODS AND CLUSTER ANALYSIS IN R: THE PACKAGE FACTOCLASS COMBINACIÓN DE MÉTODOS FACTORIALES Y DE ANÁLISIS DE CONGLOMERADOS EN R: EL PAQUETE FACTOCLASS

COMBINATION OF FACTORIAL METHODS AND CLUSTER ANALYSIS IN R: THE PACKAGE FACTOCLASS COMBINACIÓN DE MÉTODOS FACTORIALES Y DE ANÁLISIS DE CONGLOMERADOS EN R: EL PAQUETE FACTOCLASS

The new R package FactoClass to combine factorial methods and cluster analysis is presented. This package is implemented in order to perform a multivariate exploration of a data table according to Lebart et al. (1995). We use some ade4 functions (Chessel et al. 2004) to perform the factorial analysi...

Full description

Bibliographic Details
Main Authors: Pardo Campo Elías, Del Campo Pedro César
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2007-11-01
Series:Revista Colombiana de Estadística
Subjects:
Statistical software
Multivariate analysis
Principal components analysis
Correspondence analysis
K-means clustering
Hierarchical clustering
LATEX
Online Access:http://www.revistas.unal.edu.co/index.php/estad/article/view/29478

Internet

http://www.revistas.unal.edu.co/index.php/estad/article/view/29478

Similar Items