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Bayesian semiparametric regression models for evaluating pathway effects on continuous and binary clinical outcomes

Many statistical methods for microarray data analysis consider one gene at a time, and they may miss subtle changes at the single gene level. This limitation may be overcome by considering a set of genes simultaneously where the gene sets are derived from prior biological knowledge. Limited work has...

Полное описание

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Библиографические подробности
Главные авторы: Kim, Inyoung, Pang, Herbert, Zhao, Hongyu
Формат: Artigo
Язык:Inglês
Опубликовано: 2012
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC3763871/
https://ncbi.nlm.nih.gov/pubmed/22438129
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4493
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