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Create consensus network of resampling-based Markov network

Usage

consensus_net_ggm(
  ggm_networks,
  CI = 0.95,
  pos_cut = 0,
  neg_cut = 0,
  node_annot = NULL,
  filter = c("pval", "fdr", "none"),
  threshold = 0.05
)

Arguments

ggm_networks

the output from "ensemble_sggm.R"

CI

confidence interval of interests

pos_cut

a threshold for positive partial correlation

neg_cut

a threshold for negative partial correlation

node_annot

a data frame have at least two columns: 'id' and 'symbol', and 'id' must match the colnames in "mat"

filter

filter method

threshold

threshold of the selected filter

Value

a list object including an igraph object as the consensus network