All functions |
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Permutation test for the derived scores of each sample |
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Estimate the empirical p-values |
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Get a list of stably expressed genes |
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single-sample gene-set scoring method for multiple signatures |
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Plot the score v.s. despersion for all samples |
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Plot the empirically estimated null distribution and associated p-values |
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Plot the densities of ranks for one sample |
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Plot landscape of two gene signatures scores |
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Project data on the landscape plot obtained from |
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Rank genes by the gene expression intensities |
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Pre-computed scores of the CCLE dataset against an epithelial gene signature |
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Pre-computed scores of the CCLE dataset against a mesenchymal gene signature |
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Pre-computed scores of the TCGA breast cancer gene expression matrix against an epithelial signature |
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Pre-computed scores of the TCGA breast cancer gene expression matrix against a mesenchymal signature |
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single-sample gene-set scoring method |
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singscore: A package for deriving gene-set scores at a single sample level |
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An example gene expression dataset |
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Gene set of down-regulated genes for the TGFb-induced EMT gene signature |
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Gene set of up-regulated genes for the TGFb-induced EMT gene signature |
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A toy gene expression dataset of two samples |
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A gene set object of down-regulated genes for the toy dataset |
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A gene set object of up-regulated genes for the toy dataset |