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Bayesian Additive Regression Trees using Bayesian Model Averaging

Bayesian Additive Regression Trees (BART) is a statistical sum of trees model. It can be considered a Bayesian version of machine learning tree ensemble methods where the individual trees are the base learners. However for datasets where the number of variables p is large the algorithm can become in...

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Detalhes bibliográficos
Publicado no:Stat Comput
Main Authors: Hernández, Belinda, Raftery, Adrian E., Pennington, Stephen R, Parnell, Andrew C.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6238959/
https://ncbi.nlm.nih.gov/pubmed/30449953
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-017-9767-1
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