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Information Granules of Statistical Dependence in Multiway Contingency Tables

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2 Author(s)
Tsumoto, S. ; Dept. of Med. Inf., Shimane Univ., Izumo, Japan ; Hirano, S.

This paper focuses on residual analysis of statistical independence of multiple variables from the viewpoint of linear algebra. The results show that multidimensional residuals are represented as linear sum of determinants of 2 × 2 submatrices, which can be viewed as information granules measuring the degree of statistical dependence.

Published in:

Granular Computing (GrC), 2010 IEEE International Conference on

Date of Conference:

14-16 Aug. 2010