Using Structural Equation Modeling to Fit Models Incorporating Principal Components

Authors
Publication date 1999
Journal Structural Equation Modeling
Volume | Issue number 6 | 3
Pages (from-to) 233-261
Organisations
  • Faculty of Social and Behavioural Sciences (FMG) - Psychology Research Institute (PsyRes)
Abstract The aim of this article is to consider models incorporating principal components from the perspective of structural equation modeling. These models include the principal component analysis of patterned matrices, multiple analysis of variance based on principal components, and multigroup principal component analysis. We demonstrate that these models can be fit readily using the programs LISREL 8 and Mx. The models and certain extensions are discussed, and several illustrations are given.
Document type Article
Language English
Published at https://doi.org/10.1080/10705519909540132
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