A Gradient Boosting Algorithm for Survival Analysis via Direct Optimization of Concordance Index

Survival analysis focuses on modeling and predicting the time to an event of interest. Many statistical models have been proposed for survival analysis. They often impose strong assumptions on hazard functions, which describe how the risk of an event changes over time depending on covariates associa...

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Detalles Bibliográficos
Autores principales: Chen, Yifei, Jia, Zhenyu, Mercola, Dan, Xie, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853154/
https://www.ncbi.nlm.nih.gov/pubmed/24348746
http://dx.doi.org/10.1155/2013/873595

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853154/
https://www.ncbi.nlm.nih.gov/pubmed/24348746
http://dx.doi.org/10.1155/2013/873595

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