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Reduced Rank Ridge Regression and Its Kernel Extensions

In multivariate linear regression, it is often assumed that the response matrix is intrinsically of lower rank. This could be because of the correlation structure among the prediction variables or the coefficient matrix being lower rank. To accommodate both, we propose a reduced rank ridge regressio...

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Detalhes bibliográficos
Main Authors: Mukherjee, Ashin, Zhu, Ji
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3444519/
https://ncbi.nlm.nih.gov/pubmed/22993641
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.10138
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