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Compute deconvolution subgroups

Usage

compute_subgroups(deconvolution, thres_corr, file_name)

Arguments

deconvolution

A matrix with unprocessed cell deconvolution results

thres_corr

A numeric value with the minimum correlation allowed to group cell deconvolution features

file_name

Base name for subgroup

Value

A list containing

  • A matrix with the processed deconvolution features

  • Cell subgroups obtained by linear correlation

  • Cell subgroups obtained by proportionality correlation

  • Discard cell features either because of low variance or high zero number