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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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書目詳細資料
發表在:Bioinformatics
Main Authors: Ghanbari, Mahsa, Lasserre, Julia, Vingron, Martin
格式: Artigo
語言:Inglês
出版: Oxford University Press 2019
主題:
在線閱讀: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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