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We define and investigate classes of statistical models for the analysis of associations between variables, some of which are qualitative and some quantitative. In the cases where only one kind of variables is present, the models are well-known models for either contingency tables or covariance...
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are not sufficient for describing the association structure of a discrete distribution. Hypergraphs representing … hypergraph is introduced. The strength of association in a discrete distribution can be quantified with various measures, leading …-faithfulness are computed for different parameterizations and measures of association. …
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