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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Detalles Bibliográficos
Autores principales: Ghanbari, Mahsa, Lasserre, Julia, Vingron, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420154/
https://www.ncbi.nlm.nih.gov/pubmed/30165509
http://dx.doi.org/10.1093/bioinformatics/bty724

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420154/
https://www.ncbi.nlm.nih.gov/pubmed/30165509
http://dx.doi.org/10.1093/bioinformatics/bty724

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