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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Stat Med
Hauptverfasser: Fan, Xinyan, Fang, Kuangnan, Ma, Shuangge, Zhang, Qingzhao
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang: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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