Generalized Cramér’s coefficient via f-divergence for contingency tables
Wataru Urasaki,
Tomoyuki Nakagawa,
Tomotaka Momozaki
et al.
Abstract:Various measures in two-way contingency table analysis have been proposed to express the strength of association between row and column variables in contingency tables. Tomizawa et al. (2004) proposed more general measures, including Cramér’s coefficient, using the power-divergence. In this paper, we propose measures using the f-divergence that has a wider class than the power-divergence. Unlike statistical hypothesis tests, these measures provide quantification of the association structure in contingency tabl… Show more
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