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
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.524