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Integrating approximate single factor graphical models

In the analysis of complex and high-dimensional data, graphical models have been commonly adopted to describe associations among variables. When common factors exist which make the associations dense, the single factor graphical model has been proposed, which first extracts the common factor and the...

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Bibliografische gegevens
Gepubliceerd in:Stat Med
Hoofdauteurs: Fan, Xinyan, Fang, Kuangnan, Ma, Shuangge, Zhang, Qingzhao
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2019
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7447922/
https://ncbi.nlm.nih.gov/pubmed/31749227
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.8408
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