Nonparametric survival analysis using Bayesian Additive Regression Trees (BART).

Sparapani, Rodney A; Logan, Brent R; McCulloch, Robert E; Laud, Purushottam W

Sparapani, Rodney A; Logan, Brent R; McCulloch, Robert E; Laud, Purushottam W.

Afiliação

Sparapani RA; Division of Biostatistics, Medical College of Wisconsin, Milwaukee, U.S.A.
Logan BR; Division of Biostatistics, Medical College of Wisconsin, Milwaukee, U.S.A.
McCulloch RE; Booth School of Business, University of Chicago, Chicago, U.S.A.
Laud PW; Division of Biostatistics, Medical College of Wisconsin, Milwaukee, U.S.A.

Stat Med ; 35(16): 2741-53, 2016 07 20.

Article em En | MEDLINE | ID: mdl-26854022

Assuntos

Teorema de Bayes; Análise de Sobrevida; Humanos; Modelos de Riscos Proporcionais; Análise de Regressão; Reprodutibilidade dos Testes; Software

Palavras-chave

Cox proportional hazards model; Kaplan-Meier estimate; ensemble models; hematologic malignancy; hematopoietic stem cell transplantation; marginal dependence functions; nonproportional hazards; predictive modeling

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2016 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google