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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Bibliografiska uppgifter
I publikationen:Comput Math Methods Med
Huvudupphovsmän: Mayr, Andreas, Hofner, Benjamin, Waldmann, Elisabeth, Hepp, Tobias, Meyer, Sebastian, Gefeller, Olaf
Materialtyp: Artigo
Språk:Inglês
Publicerad: Hindawi 2017
Ämnen:
Review Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5558647/
https://ncbi.nlm.nih.gov/pubmed/28831290
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/6083072
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