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Normalization of gene counts affects principal components-based exploratory analysis of RNA-sequencing data

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Normalization of gene expression count data is an essential step of in the analysis of RNA-sequencing data. Its statistical analysis has been mostly addressed in the context of differential expression analysis, that is in the univariate setting. However, relat... ...