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Multivariate Bayesian Variable Selection Exploiting Dependence Structure Among Outcomes: Application to Air Pollution Effects on DNA Methylation

The analysis of multiple outcomes is becoming increasingly common in modern biomedical studies. It is well-known that joint statistical models for multiple outcomes are more flexible and more powerful than fitting a separate model for each outcome; they yield more powerful tests of exposure or treat...

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Publicat a:Biometrics
Autors principals: Lee, Kyu Ha, Tadesse, Mahlet G., Baccarelli, Andrea A., Schwartz, Joel, Coull, Brent A.
Format: Artigo
Idioma:Inglês
Publicat: 2016
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5217755/
https://ncbi.nlm.nih.gov/pubmed/27377873
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12557
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