An Update on Statistical Boosting in Biomedicine

Statistical boosting algorithms have triggered a lot of research during the last decade. They combine a powerful machine learning approach with classical statistical modelling, offering various practical advantages like automated variable selection and implicit regularization of effect estimates. Th...

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Detalles Bibliográficos
Autores principales: Mayr, Andreas, Hofner, Benjamin, Waldmann, Elisabeth, Hepp, Tobias, Meyer, Sebastian, Gefeller, Olaf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Review Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5558647/
https://www.ncbi.nlm.nih.gov/pubmed/28831290
http://dx.doi.org/10.1155/2017/6083072

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5558647/
https://www.ncbi.nlm.nih.gov/pubmed/28831290
http://dx.doi.org/10.1155/2017/6083072

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