• DocumentCode
    3045296
  • Title

    Path Model Integration Method for Structural Equation Modeling by OR and Probability Concepts

  • Author

    Kunimoto, Rikuto ; Saga, Ryosuke

  • Author_Institution
    Grad. Sch. of Eng., Osaka Prefecture Univ., Sakai, Japan
  • fYear
    2013
  • fDate
    13-16 Oct. 2013
  • Firstpage
    3073
  • Lastpage
    3078
  • Abstract
    This paper describes a method for integration of multiple path models. Structural Equation Modeling (SEM) is useful for causality analysis. However, the result of SEM may lack reliability owing to the model being constructed upon subjective assumptions. To mitigate this condition, this paper proposes the integration of multiple path models by OR and probability concepts. Four integrations are performed in an experiment for each feature case using 13 path models and the usability of the methods is discussed.
  • Keywords
    causality; probability; statistical testing; OR; causality analysis; method usability; path model integration method; probability concepts; structural equation modeling; Analytical models; Data models; Equations; Filtering; Mathematical model; Nickel; Numerical analysis; Factor analysis; KJ method; Model integration; Path model; Structural Equation Modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/SMC.2013.524
  • Filename
    6722277