• DocumentCode
    986061
  • Title

    Orthogonal Grid Constructions of Copulas

  • Author

    De Baets, B. ; De Meyer, H.

  • Author_Institution
    Ghent Univ., Gent
  • Volume
    15
  • Issue
    6
  • fYear
    2007
  • Firstpage
    1053
  • Lastpage
    1062
  • Abstract
    We establish a general framework for constructing copulas that can be regarded as a patchwork-like assembly of arbitrary copulas, with nonoverlapping rectangles as patches. We derive a family of construction methods that require the choice of a single background copula. When this background copula is the greatest copula , we retrieve the well-known ordinal sum construction, while in the case of the smallest copula , we obtain a construction method that is dual to the ordinal sum construction. Also nonsingular background copulas lead to suitable construction methods.
  • Keywords
    fuzzy set theory; mathematical operators; probability; aggregation operator; arbitrary copula; fuzzy set theory; nonoverlapping rectangle; nonsingular background copula; ordinal sum construction; orthogonal grid construction; patchwork-like assembly; probability; Assembly; Biometrics; Boundary conditions; Computer science; Fuzzy sets; Joining processes; Mathematics; Process control; Conjunctor; copula; ordinal sum; orthogonal grid; quasi-copula; t-norm;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2006.890681
  • Filename
    4387912