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Regularized Multivariate Regression for Identifying Master Predictors with Application to Integrative Genomics Study of Breast Cancer

In this paper, we propose a new method remMap — REgularized Multivariate regression for identifying MAster Predictors — for fitting multivariate response regression models under the high-dimension-low-sample-size setting. remMap is motivated by investigating the regulatory relationships among differ...

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Detalhes bibliográficos
Main Authors: Peng, Jie, Zhu, Ji, Bergamaschi, Anna, Han, Wonshik, Noh, Dong-Young, Pollack, Jonathan R., Wang, Pei
Formato: Artigo
Idioma:Inglês
Publicado em: 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3905690/
https://ncbi.nlm.nih.gov/pubmed/24489618
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/09-AOAS271SUPP
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