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Sparse cluster analysis of large-scale discrete variables with application to single nucleotide polymorphism data

Current extremely large scale genetic data presents significant challenges for cluster analysis. Most existing clustering methods are typically built on Euclidean distance and geared toward analyzing continuous response. They work well for clustering, e.g., microarray gene expression data, but often...

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Bibliographic Details
Main Author: Wu, Baolin
Format: Artigo
Language:Inglês
Published: 2012
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3601766/
https://ncbi.nlm.nih.gov/pubmed/23526332
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/02664763.2012.743977
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