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Multivariate analysis of microarray data: differential expression and differential connection
Authors:Harri T Kiiveri
Institution:(1) CSIRO Mathematics Informatics and Statistics, The Leeuwin Centre, 65 Brockway Road, Floreat, Western Australia
Abstract:

Background  

Typical analysis of microarray data ignores the correlation between gene expression values. In this paper we present a model for microarray data which specifically allows for correlation between genes. As a result we combine gene network ideas with linear models and differential expression.
Keywords:
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