A Mixture Model-Based Approach to the Clustering of Microarray Expression Data

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Documentation for package ‘EMMIXgene’ version 0.1.3

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EMMIXgene-package EMMIXgene:
all_cluster_tissues Clusters tissues using all group means
alon_data Normalized gene expression values from Alon et al. (1999).
cluster_genes Clusters genes using mixtures of normal distributions
cluster_tissues Clusters tissues
EMMIXgene EMMIXgene:
golub_data Normalized gene expression values from Golub et al. (1999).
heat_maps Heat maps
plot_single_gene Plot a single gene expression histogram with best fitted mixture of t-distributions.
select_genes Selects genes using the EMMIXgene algorithm.
top_genes_cluster_tissues Cluster tissues