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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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| Pubblicato in: | Biostatistics |
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| Autori principali: | , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Oxford University Press
2015
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| Soggetti: | |
| Accesso online: | 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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