Function 'C_sampling_cluster' samples a candidate cis-regulatory module for each gene, according to a discrete posterior probability distribution.
C_sampling_cluster(Y, C_old, A_old, X_old, base_line_old, C_prior, sigma_noise,
sigma_A, sigma_baseline, sigma_X, BICORN_input)gene expression data matrix
TF-gene binding network sampled from the previous round
regulatory strength matrix sampled from the previous round
transcription factor activity matrix sampled from the previous round
gene expression baseline activity sampled from the previous round
prior TF-gene binding network
variance of gene expression fitting residuals
variance of regulatory strength
variance of gene expression baseline activity
variance of transcription factor activity
this list structure contains TF symbols, Gene symbols and candidate modules