JSM 2005 - Toronto

Abstract #302799

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Legend: = Applied Session, = Theme Session, = Presenter
Activity Number: 382
Type: Invited
Date/Time: Wednesday, August 10, 2005 : 10:30 AM to 12:20 PM
Sponsor: Biometrics Section
Abstract - #302799
Title: Structural Equation Models in Environmental Epidemiology
Author(s): Esben Budtz-Jorgensen*+
Companies: University of Copenhagen
Address: Department of Biostatistics, DK-2200 CPH N, , Denmark
Keywords: Measurement error ; Multiple endpoints ; structural equations
Abstract:

Observational studies in epidemiology always involve concerns regarding validity, especially measurement error, confounding, missing data, and other problems that may affect the study outcomes. Widely used standard statistical techniques, such as multiple regression analysis, may to some extent adjust for these shortcomings. However, structural equations may incorporate most of these considerations, thereby providing overall adjusted estimations of associations. This approach was used in a large epidemiological dataset from a prospective study of developmental methylmercury toxicity. Structural equation models were developed for assessment of the association between biomarkers of prenatal mercury exposure and neuropsychological test scores in 7-year-old children and neurobehavioral outcomes were grouped into major nervous system functions.


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Revised March 2005