Simultaneous Detection of Clusters and Cluster-Specific Genes in High-Throughput Transcriptome Data


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Documentation for package ‘ClussCluster’ version 0.1.0

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ClussCluster Performs simultaneous detection of cell types and cell-type-specific signature genes
ClussCluster_Gap Performs simultaneous detection of cell types and cell-type-specific signature genes
filter_gene Gene Filter
Hou_sim A truncated subset of the scRNA-seq expression data set from Hou et.al (2016)
plot_ClussCluster Plots the results of 'ClussCluster'
plot_ClussCluster_Gap Plots the results of 'ClussCluster_Gap'
print_ClussCluster Prints out the results of 'ClussCluster'
print_ClussCluster_Gap Prints out the results of 'ClussCluster_Gap' Prints the gap statistics and number of genes selected for each candidate tuning parameter.
sim_dat A simulated expression data set.
top.m.hm Plots the results of 'ClussCluster'