Helper Functions for LIBD Deconvolution


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Documentation for package ‘DeconvoBuddies’ version 1.0.0

Help Pages

create_cell_colors Create a cell color palette for plots
est_prop Test Estimated Cell Type Proportions
fetch_deconvo_data Download Human DLPFC Deconvolution Data
findMarkers_1vAll Calculate 1 vs. All standard fold change for each gene x cell type, wrapper function for 'scran::findMarkers()'.
get_mean_ratio Get Mean Ratio for Each Gene x Cell Type
make_test_sce Simulate a SingleCellExperiment for testing.
marker_stats_1vAll 1vAll Marker Statistics example data
marker_test Markers stats from sce_DLPFC_example
plot_composition_bar Create barplot of average cell type composition
plot_gene_express Plot the gene expression of a list of genes in a SCE object
plot_marker_express Plot gene expression violin plots for top marker genes for one cell type
plot_marker_express_ALL Plot the top marker genes for ALL cell types
plot_marker_express_List Plot a nested list of genes as a multi-page pdf
RNAScope_prop Cell Type Proportions estimated from RNAScope
rse_bulk_test Test bulk rse dataset
sce_ab Toy SCE object for testing