Weighted Fused Pathway Graphical Lasso for Joint Estimation of Multiple Gene Networks

Gene regulatory networks (GRNs) are often inferred based on Gaussian graphical models that could identify the conditional dependence among genes by estimating the corresponding precision matrix. Classical Gaussian graphical models are usually designed for single network estimation and ignore existin...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Front Genet
Egile Nagusiak: Wu, Nuosi, Huang, Jiang, Zhang, Xiao-Fei, Ou-Yang, Le, He, Shan, Zhu, Zexuan, Xie, Weixin
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Frontiers Media S.A. 2019
Gaiak:
Genetics
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6662592/
https://ncbi.nlm.nih.gov/pubmed/31396259
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2019.00623
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