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On the degrees of freedom of reduced-rank estimators in multivariate regression

We study the effective degrees of freedom of a general class of reduced-rank estimators for multivariate regression in the framework of Stein's unbiased risk estimation. A finite-sample exact unbiased estimator is derived that admits a closed-form expression in terms of the thresholded singular...

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Detalhes bibliográficos
Publicado no:Biometrika
Main Authors: Mukherjee, A., Chen, K., Wang, N., Zhu, J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4684945/
https://ncbi.nlm.nih.gov/pubmed/26702155
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asu067
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