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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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Bibliographic Details
Published in:Biometrics
Main Authors: Lee, Kyu Ha, Tadesse, Mahlet G., Baccarelli, Andrea A., Schwartz, Joel, Coull, Brent A.
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access: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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