Article
Group normalization for genomic data.
PloS one - 1 Jan 2012
Ghandi Mahmoud, Beer Michael A
Abstract excerpt
Data normalization is a crucial preliminary step in analyzing genomic datasets. The goal of normalization is to remove global variation to make readings across different experiments comparable. In addition, most genomic loci have non-uniform sensitivity to any given assay because of variation in local sequence properties. In microarray experiments, this non-uniform sensitivity is due to different DNA...
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