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dc.contributor.authorKostov, Belchin Adriyanov
dc.contributor.authorBécue Bertaut, Mónica María
dc.contributor.authorHusson, François
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
dc.date.accessioned2016-01-27T18:55:38Z
dc.date.available2016-01-27T18:55:38Z
dc.date.issued2015-06-01
dc.identifier.citationKostov, B., Becue-Bertaut, M., Husson, F. Correspondence analysis on generalised aggregated lexical tables (CA-GALT) in the FactoMineR package. "R Journal", 01 Juny 2015, vol. 7, núm. 1, p. 109-117.
dc.identifier.issn2073-4859
dc.identifier.urihttp://hdl.handle.net/2117/82168
dc.description.abstractCorrespondence analysis on generalised aggregated lexical tables (CA-GALT) is a method that generalizes classical CA-ALT to the case of several quantitative, categorical and mixed variables. It aims to establish a typology of the external variables and a typology of the events from their mutual relationships. In order to do so, the influence of external variables on the lexical choices is untangled cancelling the associations among them, and to avoid the instability issued from multicollinearity, they are substituted by their principal components. The CaGalt function, implemented in the FactoMineR package, provides numerous numerical and graphical outputs. Confidence ellipses are also provided to validate and improve the representation of words and variables. Although this methodology was developed mainly to give an answer to the problem of analyzing open-ended questions, it can be applied to any kind of frequency/contingency table with external variables.
dc.format.extent9 p.
dc.language.isoeng
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística
dc.titleCorrespondence analysis on generalised aggregated lexical tables (CA-GALT) in the FactoMineR package
dc.typeArticle
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://journal.r-project.org/archive/2015-1/kostov-becuebertaut-husson.pdf
dc.rights.accessOpen Access
local.identifier.drac16827735
dc.description.versionPostprint (published version)
local.citation.authorKostov, B.; Becue-Bertaut, M.; Husson, F.
local.citation.publicationNameR Journal
local.citation.volume7
local.citation.number1
local.citation.startingPage109
local.citation.endingPage117


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