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
Link To Document