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