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Modeling the health effects of time-varying complex environmental mixtures: Mean field variational Bayes for lagged kernel machine regression

There is substantial interest in assessing how exposure to environmental mixtures, such as chemical mixtures, affect child health. Researchers are also interested in identifying critical time windows of susceptibility to these complex mixtures. A recently developed method, called lagged kernel machi...

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Bibliografiske detaljer
Udgivet i:Environmetrics
Main Authors: Liu, Shelley H., Bobb, Jennifer F., Claus Henn, Birgit, Schnaas, Lourdes, Tellez-Rojo, Martha M., Gennings, Chris, Arora, Manish, Wright, Robert O., Coull, Brent A., Wand, Matt P.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6345544/
https://ncbi.nlm.nih.gov/pubmed/30686915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/env.2504
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