Invited Commentary: Structural Equation Models and Epidemiologic Analysis

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Invited commentary: structural equation models and epidemiologic analysis.

In this commentary, structural equation models (SEMs) are discussed as a tool for epidemiologic analysis. Such models are related to and compared with other analytic approaches often used in epidemiology, including regression analysis, causal diagrams, causal mediation analysis, and marginal structural models. Several of these other approaches in fact developed out of the SEM literature. Howeve...

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Dr. VanderWeele has provided an insightful commentary (1) on our article (2) on the use of structural equation modeling (SEM) as a tool for epidemiologic analysis. In his commentary, he illustrates the degree to which strong assumptions are made when conducting SEM analyses. For example, as described for regression analysis, linearity assumptions are made across all relations with the outcome v...

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ژورنال

عنوان ژورنال: American Journal of Epidemiology

سال: 2012

ISSN: 0002-9262,1476-6256

DOI: 10.1093/aje/kws213