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Incorporating auxiliary information for improved prediction using combination of kernel machines

With evolving genomic technologies, it is possible to get different measures of the same underlying biological phenomenon using different technologies. The goal of this paper is to build a prediction model for an outcome variable Y from covariates X. Besides X, we have surrogate covariates W which a...

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Detalhes bibliográficos
Publicado no:Stat Methodol
Main Authors: Zhan, Xiang, Ghosh, Debashis
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4235751/
https://ncbi.nlm.nih.gov/pubmed/25419198
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.stamet.2014.08.001
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