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First published on October 29, 2007
Journal of Educational and Behavioral Statistics 2007, doi:10.3102/1076998607306151

Article

The General Linear Model as Structural Equation Modeling

James M. Graham*

* To whom correspondence should be addressed. E-mail: Jim.Graham{at}wwu.edu.


  Abstract
Statistical procedures based on the general linear model (GLM) share much in common with one another, both conceptually and practically. The use of structural equation modeling path diagrams as tools for teaching the GLM as a body of connected statistical procedures is presented. A heuristic data set is used to demonstrate a variety of univariate and multivariate statistics as structural models. Implications for analytic strategies and education are discussed.
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