A unified approach for the multivariate analysis of contingency tables

We present a unified approach to describing and linking several methods for representing categorical data in a contingency table. These methods include: correspondence analysis, Hellinger distance analysis, the log-ratio alternative, which is appropriate for compositional data, and the non-symmetric...

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Detalles Bibliográficos
Autores: Cuadras, C. M. (Carlos María), Cuadras, Daniel
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2015
País:España
Institución:Universidad de Barcelona
Repositorio:Dipòsit Digital de la UB
OAI Identifier:oai:diposit.ub.edu:2445/149281
Acceso en línea:https://hdl.handle.net/2445/149281
Access Level:acceso abierto
Palabra clave:Anàlisi multivariable
Anàlisi de correspondències (Estadística)
Multivariate analysis
Correspondence analysis (Statistics)
Descripción
Sumario:We present a unified approach to describing and linking several methods for representing categorical data in a contingency table. These methods include: correspondence analysis, Hellinger distance analysis, the log-ratio alternative, which is appropriate for compositional data, and the non-symmetrical correspondence analysis. We also present two solutions working with ummulative frequencies.