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Penalized mixtures of factor analyzers with application to clustering high-dimensional microarray data

Motivation: Model-based clustering has been widely used, e.g. in microarray data analysis. Since for high-dimensional data variable selection is necessary, several penalized model-based clustering methods have been proposed tørealize simultaneous variable selection and clustering. However, the exist...

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Bibliografische gegevens
Hoofdauteurs: Xie, Benhuai, Pan, Wei, Shen, Xiaotong
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2010
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2852217/
https://ncbi.nlm.nih.gov/pubmed/20031967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btp707
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