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Bayesian Hierarchical Varying-sparsity Regression Models with Application to Cancer Proteogenomics

Identifying patient-specific prognostic biomarkers is of critical importance in developing personalized treatment for clinically and molecularly heterogeneous diseases such as cancer. In this article, we propose a novel regression framework, Bayesian hierarchical varying-sparsity regression (BEHAVIO...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Ni, Yang, Stingo, Francesco C., Ha, Min Jin, Akbani, Rehan, Baladandayuthapani, Veerabhadran
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6552682/
https://ncbi.nlm.nih.gov/pubmed/31178611
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1434529
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