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...
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| Format: | Article |
| Language: | English |
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Universidad Nacional de Colombia
2007-11-01
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| Series: | Revista Colombiana de Estadística |
| Subjects: | |
| Online Access: | http://www.revistas.unal.edu.co/index.php/estad/article/view/29478 |
| _version_ | 1818178052316725248 |
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| author | Pardo Campo Elías Del Campo Pedro César |
| author_facet | Pardo Campo Elías Del Campo Pedro César |
| author_sort | Pardo Campo Elías |
| collection | DOAJ |
| description | 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 analysis of the data and some stats functions in R to perform cluster methods. Some new functions are programmed to make specific tasks and another old ones are modified. We describe the implementation of FactoClass in the Windows environment and illustrate its use with an example.<br>Se presenta el paquete de R FactoClass, donde se implementa la estrategia descrita en Lebart et al. (1995), que combina métodos factoriales con análisis de conglomerados, en la exploración multivariada de tablas de datos. Se utilizan funciones de ade4 (Chessel et al. 2004) para realizar el análisis factorial de los datos y de stats para el análisis de conglomerados. Se crean funciones para tareas específicas y se modifican algunas de las existentes. Se describen los pasos para crear FactoClass en ambiente Windows y se ilustra el uso del paquete con un ejemplo. |
| first_indexed | 2024-12-11T20:41:51Z |
| format | Article |
| id | doaj.art-3ac9516c12fd4d5592b04c80edbe5d23 |
| institution | Directory Open Access Journal |
| issn | 0120-1751 |
| language | English |
| last_indexed | 2024-12-11T20:41:51Z |
| publishDate | 2007-11-01 |
| publisher | Universidad Nacional de Colombia |
| record_format | Article |
| series | Revista Colombiana de Estadística |
| spelling | doaj.art-3ac9516c12fd4d5592b04c80edbe5d232022-12-22T00:51:29ZengUniversidad Nacional de ColombiaRevista Colombiana de Estadística0120-17512007-11-01302231245COMBINATION OF FACTORIAL METHODS AND CLUSTER ANALYSIS IN R: THE PACKAGE FACTOCLASS COMBINACIÓN DE MÉTODOS FACTORIALES Y DE ANÁLISIS DE CONGLOMERADOS EN R: EL PAQUETE FACTOCLASSPardo Campo ElíasDel Campo Pedro CésarThe 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 analysis of the data and some stats functions in R to perform cluster methods. Some new functions are programmed to make specific tasks and another old ones are modified. We describe the implementation of FactoClass in the Windows environment and illustrate its use with an example.<br>Se presenta el paquete de R FactoClass, donde se implementa la estrategia descrita en Lebart et al. (1995), que combina métodos factoriales con análisis de conglomerados, en la exploración multivariada de tablas de datos. Se utilizan funciones de ade4 (Chessel et al. 2004) para realizar el análisis factorial de los datos y de stats para el análisis de conglomerados. Se crean funciones para tareas específicas y se modifican algunas de las existentes. Se describen los pasos para crear FactoClass en ambiente Windows y se ilustra el uso del paquete con un ejemplo.http://www.revistas.unal.edu.co/index.php/estad/article/view/29478Statistical softwareMultivariate analysisPrincipal components analysisCorrespondence analysisK-means clusteringHierarchical clusteringLATEX |
| spellingShingle | Pardo Campo Elías Del Campo Pedro César 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 Revista Colombiana de Estadística Statistical software Multivariate analysis Principal components analysis Correspondence analysis K-means clustering Hierarchical clustering LATEX |
| title | 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 |
| title_full | 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 |
| title_fullStr | 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 |
| title_full_unstemmed | 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 |
| title_short | 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 |
| title_sort | combination of factorial methods and cluster analysis in r the package factoclass combinacion de metodos factoriales y de analisis de conglomerados en r el paquete factoclass |
| topic | Statistical software Multivariate analysis Principal components analysis Correspondence analysis K-means clustering Hierarchical clustering LATEX |
| url | http://www.revistas.unal.edu.co/index.php/estad/article/view/29478 |
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