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maigesPack (version 1.30.0)

maigesDEcluster-class: maigesDEcluster class, store results of differential gene expression analysis

Description

This class extends the class maigesDE to store results from differential expression analysis. It is produced in the same way as the latter, but has one more slot containing the W values. This is useful to do cluster analysis. Together the slots of the maigesDE class, it has one more given in Slots section.

Arguments

Slots

W:
numeric matrix containing the W values for the genes and samples used in the analysis.

Methods

boxplot
signature(x = 'maigesDEcluster'): boxplot method for maigesDEcluster class. Display boxplots of one gene previously defined.
plot
signature(x = 'maigesDEcluster'): plot method for maigesDEcluster class. Display MA plots.
print
signature(x = 'maigesDEcluster'): print method for maigesDEcluster class.
show
signature(x = 'maigesDEcluster'): show method for maigesDEcluster class.
summary
signature(x = 'maigesDEcluster'): summary method for maigesDEcluster class.

Details

Objects of this class are produced in the same way as maigesDE. The addition of the slot W turn possible to do cluster analysis in this class of objects using the functions hierMde, somMde and kmeansMde, selecting genes according to the results of gene expression analysis.

See Also

deGenes2by2Ttest, deGenes2by2Wilcox, deGenes2by2BootT, deGenesANOVA, hierMde, somMde, kmeansMde.