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Nonparametric Bayes Modeling for Case Control Studies with Many Predictors

It is common in biomedical research to run case-control studies involving high-dimensional predictors, with the main goal being detection of the sparse subset of predictors having a significant association with disease. Usual analyses rely on independent screening, considering each predictor one at...

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Podrobná bibliografie
Vydáno v:Biometrics
Hlavní autoři: Zhou, Jing, Herring, Amy H., Bhattacharya, Anirban, Olshan, Andrew F., Dunson, David B.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4803642/
https://ncbi.nlm.nih.gov/pubmed/26394204
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12411
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