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A Bayesian approach for inducing sparsity in generalized linear models with multi-category response

BACKGROUND: The dimension and complexity of high-throughput gene expression data create many challenges for downstream analysis. Several approaches exist to reduce the number of variables with respect to small sample sizes. In this study, we utilized the Generalized Double Pareto (GDP) prior to indu...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Bioinformatics
Prif Awduron: Madahian, Behrouz, Roy, Sujoy, Bowman, Dale, Deng, Lih Y, Homayouni, Ramin
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4597416/
https://ncbi.nlm.nih.gov/pubmed/26423345
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-16-S13-S13
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