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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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Publicado en:Ann Stat
Autores principales: Fan, Jianqing, Rigollet, Philippe, Wang, Weichen
Formato: Artigo
Lenguaje:Inglês
Publicado: 2015
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Acceso en línea: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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