This function returns an object of class corRes (correlation Result)

cor_result(omicsData)

Arguments

omicsData

an object of the class 'lipidData', 'metabData', 'pepData', 'proData', 'nmrData', or 'seqData', created by as.lipidData, as.metabData, as.pepData, as.proData, as.nmrData, or as.seqData, respectively.

Value

An \(n \times n\) matrix of class corRes giving the correlation between samples.

Details

The pairwise correlations between samples are calculated based on biomolecules that are observed in both samples. For seqData objects, Spearman correlation is used. For all other data types, Pearson correlation is used and data must be log transformed. See cor for further details.

See also

Author

Kelly Stratton, Lisa Bramer

Examples

library(pmartRdata)

mymetab <- edata_transform(omicsData = metab_object, data_scale = "log2")
my_correlation <- cor_result(omicsData = mymetab)

# \donttest{
myseq_correlation <- cor_result(omicsData = rnaseq_object)
# }