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Simple Correspondence Analysis: A Bibliographic Review
Authors:Eric J Beh
Institution:School of Quantitative Methods and Mathematical Sciences, University of Western Sydney, Australia
Abstract:Over the past few decades correspondence analysis has gained an international reputation as a powerful statistical tool for the graphical analysis of contingency tables. This popularity stems from its development and application in many European countries, especially France, and its use has spread to English speaking nations such as the United States and the United Kingdom. Its growing popularity amongst statistical practitioners, and more recently those disciplines where the role of statistics is less dominant, demonstrates the importance of the continuing research and development of the methodology.
The aim of this paper is to highlight the theoretical, practical and computational issues of simple correspondence analysis and discuss its relationship with recent advances that can be used to graphically display the association in two-way categorical data.
Keywords:Computing issues  Correspondence analysis family  Graphical displays  Inertia  Ordered categories  Orthogonal polynomials  Pearson ratio  Profile  Reconstitution model  Singular value decomposition  Transition formula  Two-way contingency table
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