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Estimation of Directed Acyclic Graphs Through Two-stage Adaptive Lasso for Gene Network Inference

Graphical models are a popular approach to find dependence and conditional independence relationships between gene expressions. Directed acyclic graphs (DAGs) are a special class of directed graphical models, where all the edges are directed edges and contain no directed cycles. The DAGs are well kn...

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Bibliografische gegevens
Gepubliceerd in:J Am Stat Assoc
Hoofdauteurs: Han, Sung Won, Chen, Gong, Cheon, Myun-Seok, Zhong, Hua
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5322863/
https://ncbi.nlm.nih.gov/pubmed/28239216
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2016.1142880
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