Article citationsMore>>
Goodman, L.A. (1993) Correspondence Analysis, Association Analysis, and Generalized Nonindependence Analysis of Contingency Tables: Saturated and Unsaturated Models, and Appropriate Graphical Displays. In: Cuadras, C.M. and Rao, C.R., Eds., Multivariate Analysis: Future Directions 2, Elsevier, Amsterdam, 265-294.
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TITLE:
A Unified Approach for the Multivariate Analysis of Contingency Tables
AUTHORS:
Carles M. Cuadras, Daniel Cuadras
KEYWORDS:
Correspondence Analysis, Hellinger Distance, Log-Ratio Analysis, Generalized Pearson Contingency Coefficient, Correspondence Analysis with Cumulative Frequencies
JOURNAL NAME:
Open Journal of Statistics,
Vol.5 No.3,
April
28,
2015
ABSTRACT: 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 cummulative frequencies.