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Bayesian ensemble methods for survival prediction in gene expression data
Motivation: We propose a Bayesian ensemble method for survival prediction in high-dimensional gene expression data. We specify a fully Bayesian hierarchical approach based on an ensemble ‘sum-of-trees’ model and illustrate our method using three popular survival models. Our non-parametric method inc...
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| Autori principali: | , , , , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Oxford University Press
2011
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3031034/ https://ncbi.nlm.nih.gov/pubmed/21148161 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq660 |
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