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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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Bibliografske podrobnosti
izdano v:Stat Med
Main Authors: Sparapani, Rodney A., Logan, Brent R., McCulloch, Robert E., Laud, Purushottam W.
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop: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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