get_quantiles: Get the five quantiles of the weight parameter lambda
In COSINE: COndition SpecIfic sub-NEtwork

Description Usage Arguments Value Author(s) Examples

Use random sampling to get a large number of subnetworks and then calculate the distribution of the ratio between the edge-score term and node-score term

1	get_quantiles(diff_expr, diff_coex, klist, pop_size)

`diff_expr`	The vector storing the F-statistics measuring the differential expression of each gene
`diff_coex`	The matrix storing the ECF-statistics measuring the differential correlation of each gene pair
`klist`	A vector of the sizes (number of genes) of random subnetworks to be sampled
`pop_size`	The number of random subnetworks to be sampled

A list containing two components:

`ratio`	The five quantiles of the log-ratios between the edge-score term and node-score term
`lambda`	The five quantiles of lambdas calculated based on the ratios

Haisu Ma

data(set1_scaled_diff)

klist<-c(20,25)

set1_quantile<-get_quantiles(diff_expr=set1_scaled_diff[[1]],
diff_coex=set1_scaled_diff[[2]],klist,pop_size=20)