Sparse Multiple Canonical Correlation Network Analysis Tool

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Documentation for package ‘SmCCNet’ version 0.99.0

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geneExpr A synthetic mRNA expression dataset.
getAbar Compute the similarity matrix based on one or more canonical correlation weight vectors.
getMultiOmicsModules Extract multi-omics modules based on the similarity matrix.
getRobustPseudoWeights Calculate the canonical correlation weights based on sparse multiple canonical correlation analysis (SmCCA), sparse supervised canonical correlation analysis (SsCCA), or sparse canonical correlation analysis (SCCA).
mirnaExpr A synthetic miRNA expression dataset.
pheno A synthetic phenotype dataset.
plotMultiOmicsNetwork Plot multi-omics module networks.