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Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics

Gaussian graphical models are widely used to represent conditional dependencies among random variables. In this paper, we propose a novel estimator for data arising from a group of Gaussian graphical models that are themselves dependent. A motivating example is that of modelling gene expression coll...

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Detalles Bibliográficos
Autores principales: Xie, Yuying, Liu, Yufeng, Valdar, William
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5640885/
https://www.ncbi.nlm.nih.gov/pubmed/29038606
http://dx.doi.org/10.1093/biomet/asw035