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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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Bibliografiska uppgifter
I publikationen:Stat Med
Huvudupphovsmän: Sparapani, Rodney A., Logan, Brent R., McCulloch, Robert E., Laud, Purushottam W.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2016
Ämnen:
Länkar: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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