Quantification of Fate Bias in Multipotent Progenitors


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Documentation for package ‘FateID’ version 0.2.2

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compdr Computation of dimensional reduction representations
diffexpnb Function for differential expression analysis
fateBias Computation of fate bias
filterset Function for filtering expression data
gene2gene Comparative plot of the expression levels of two genes
getFeat Feature selection based on differentially expressed genes
getPart Inference of a cell type partition
getsom Topological ordering of pseudo-temporal expression profiles
impGenes Extract genes with high importance values for random forest classification
intestine Single-cell transcriptome data of intestinal epithelial cells
plotdiffgenesnb Function for plotting differentially expressed genes
plotexpression Plotting of pseudo-temporal expression profiles
plotexpressionProfile Plotting smoothed pseudo-temporal expression profiles for groups of genes
plotFateMap Plot dimensional reduction representation of the expression data
plotheatmap Heatmap of expression profiles
prcurve Computation of a principal curve for a given dimensional reduction representation
procsom Processing of self-organizing maps for pseudo-temporal expression profiles
reclassify Reclassification of cells