Ensembling Variable Selectors by Stability Selection for the Cox Model

As a pivotal tool to build interpretive models, variable selection plays an increasingly important role in high-dimensional data analysis. In recent years, variable selection ensembles (VSEs) have gained much interest due to their many advantages. Stability selection (Meinshausen and Bühlmann, 2010)...

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Detalles Bibliográficos
Autores principales: Yin, Qing-Yan, Li, Jun-Li, Zhang, Chun-Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5706076/
https://www.ncbi.nlm.nih.gov/pubmed/29270195
http://dx.doi.org/10.1155/2017/2747431

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5706076/
https://www.ncbi.nlm.nih.gov/pubmed/29270195
http://dx.doi.org/10.1155/2017/2747431

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