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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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Bibliografske podrobnosti
Main Authors: Mukherjee, Ashin, Zhu, Ji
Format: Artigo
Jezik:Inglês
Izdano: 2011
Teme:
Online dostop: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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