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Statistical completion of a partially identified graph with applications for the estimation of gene regulatory networks

We study the estimation of a Gaussian graphical model whose dependent structures are partially identified. In a Gaussian graphical model, an off-diagonal zero entry in the concentration matrix (the inverse covariance matrix) implies the conditional independence of two corresponding variables, given...

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Bibliografski detalji
Izdano u:Biostatistics
Glavni autori: Yu, Donghyeon, Son, Won, Lim, Johan, Xiao, Guanghua
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2015
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4570579/
https://ncbi.nlm.nih.gov/pubmed/25837438
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxv013
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