Rank-based single-sample gene set scoring method


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Documentation for package ‘singscore’ version 1.7.5

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generateNull Permutation test for the derived scores of each sample
generateNull-method Permutation test for the derived scores of each sample
getPvals Estimate the empirical p-values
getStableGenes Get a list of stably expressed genes
multiScore single-sample gene-set scoring method for multiple signatures
multiScore-method single-sample gene-set scoring method for multiple signatures
plotDispersion Plot the score v.s. despersion for all samples
plotNull Plot the empirically estimated null distribution and associated p-values
plotRankDensity Plot the densities of ranks for one sample
plotRankDensity-method Plot the densities of ranks for one sample
plotScoreLandscape Plot landscape of two gene signatures scores
projectScoreLandscape Project data on the landscape plot obtained from 'plotScoreLandscape()'
rankGenes Rank genes by the gene expression intensities
rankGenes-method Rank genes by the gene expression intensities
scoredf_ccle_epi Pre-computed scores of the CCLE dataset against an epithelial gene signature
scoredf_ccle_mes Pre-computed scores of the CCLE dataset against a mesenchymal gene signature
scoredf_tcga_epi Pre-computed scores of the TCGA breast cancer gene expression matrix against an epithelial signature
scoredf_tcga_mes Pre-computed scores of the TCGA breast cancer gene expression matrix against a mesenchymal signature
simpleScore single-sample gene-set scoring method
simpleScore-method single-sample gene-set scoring method
singscore singscore: A package for deriving gene-set scores at a single sample level
tgfb_expr_10_se An example gene expression dataset
tgfb_gs_dn Gene set of down-regulated genes for the TGFb-induced EMT gene signature
tgfb_gs_up Gene set of up-regulated genes for the TGFb-induced EMT gene signature
toy_expr_se A toy gene expression dataset of two samples
toy_gs_dn A gene set object of down-regulated genes for the toy dataset
toy_gs_up A gene set object of up-regulated genes for the toy dataset