A Unified Approach for the Multivariate Analysis of Contingency Tables

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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Veröffentlicht in:Open journal of statistics 2015-04, Vol.5 (3), p.223-232
Hauptverfasser: Cuadras, Carles M., Cuadras, Daniel
Format: Artikel
Sprache:eng
Schlagworte:
Anàlisi de correspondències (Estadística)
Anàlisi multivariable
Correspondence analysis (Statistics)
Multivariate analysis
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Zusammenfassung: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.
ISSN:2161-718X
2161-7198
DOI:10.4236/ojs.2015.53024