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Nonparametric survival analysis using Bayesian Additive Regression Trees (BART)

Bayesian additive regression trees (BART) provide a framework for flexible nonparametric modeling of relationships of covariates to outcomes. Recently, BART models have been shown to provide excellent predictive performance, for both continuous and binary outcomes, and exceeding that of its competit...

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Detalhes bibliográficos
Publicado no:Stat Med
Main Authors: Sparapani, Rodney A., Logan, Brent R., McCulloch, Robert E., Laud, Purushottam W.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4899272/
https://ncbi.nlm.nih.gov/pubmed/26854022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6893
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