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The Distance Precision Matrix: computing networks from non-linear relationships

MOTIVATION: Full-order partial correlation, a fundamental approach for network reconstruction, e.g. in the context of gene regulation, relies on the precision matrix (the inverse of the covariance matrix) as an indicator of which variables are directly associated. The precision matrix assumes Gaussi...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Bioinformatics
Prif Awduron: Ghanbari, Mahsa, Lasserre, Julia, Vingron, Martin
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6420154/
https://ncbi.nlm.nih.gov/pubmed/30165509
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty724
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