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ESTIMATION OF FUNCTIONALS OF SPARSE COVARIANCE MATRICES

High-dimensional statistical tests often ignore correlations to gain simplicity and stability leading to null distributions that depend on functionals of correlation matrices such as their Frobenius norm and other ℓ(r) norms. Motivated by the computation of critical values of such tests, we investig...

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Detalhes bibliográficos
Publicado no:Ann Stat
Main Authors: Fan, Jianqing, Rigollet, Philippe, Wang, Weichen
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4719663/
https://ncbi.nlm.nih.gov/pubmed/26806986
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-AOS1357
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