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Prior robust empirical Bayes inference for large-scale data by conditioning on rank with application to microarray data
Empirical Bayes methods have been extensively used for microarray data analysis by modeling the large number of unknown parameters as random effects. Empirical Bayes allows borrowing information across genes and can automatically adjust for multiple testing and selection bias. However, the standard...
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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Oxford University Press
2014
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3862209/ https://ncbi.nlm.nih.gov/pubmed/23934072 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxt026 |
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