• 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