DocumentCode
2642049
Title
On the degree of the dependence in a contingency matrix
Author
Tsumoto, Shusaku ; Hirano, Shoji
Author_Institution
Dept. of Med. Informatics, Shimane Univ., Enya-cho Izumo, Japan
fYear
2005
fDate
26-28 June 2005
Firstpage
269
Lastpage
275
Abstract
This paper gives a relation between the degree of granularity and that of dependence of contingency tables. From the results of determinantal divisors, it seems that the divisors provide information on the degree of dependencies between the matrix of the whole elements and its submatrices and the increase of the degree of granularity may lead to that of dependence. However, this paper shows that a constraint on the sample size of a contingency table is very strong, which leads to the evaluation formula where the increase of degree of granularity gives the decrease of dependency.
Keywords
matrix algebra; rough set theory; contingency matrix; contingency table; dependency degree; determinantal divisor; granularity degree; Biomedical informatics; Cities and towns; Data mining; Linear algebra; Rough sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American
Print_ISBN
0-7803-9187-X
Type
conf
DOI
10.1109/NAFIPS.2005.1548546
Filename
1548546
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