Semi-supervised spectral clustering with application to detect population stratification

In genetic association studies, unaccounted population stratification can cause spurious associations in a discovery process of identifying disease-associated genetic markers. In such a situation, prior information is often available for some subjects' population identities. To leverage the...

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Bibliographic Details
Main Authors: Binghui eLiu, Xiaotong eShen, Wei ePan
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-10-01
Series:Frontiers in Genetics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fgene.2013.00215/full