Random scale-free network generation. This function is used intensively in the abc function.

Generate random network topology

Usage

network_gen(number_genes, clust_coef)

Arguments

number_genes: A number
clust_coef: A number

Value

A list with the number of of genes, the targeted clustering coefficient and the resulting network

Examples

network_gen(10,1)
#> $number_genes
#> [1] 10
#> 
#> $clust_coef
#> [1] 1
#> 
#> $network
#>       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#>  [1,]    0    0    0    0    0    0    1    0    0     0
#>  [2,]    0    0    0    0    0    0    0    0    0     0
#>  [3,]    1    0    0    0    0    0    0    0    0     0
#>  [4,]    0    0    0    0    0    0    0    0    0     0
#>  [5,]    0    0    0    0    0    0    0    0    0     0
#>  [6,]    0    1    0    0    0    0    0    0    0     0
#>  [7,]    0    0    1    0    0    0    0    0    0     0
#>  [8,]    0    0    0    0    0    0    0    0    0     0
#>  [9,]    0    0    1    0    0    0    1    0    0     0
#> [10,]    0    0    0    1   -1   -1    0    1   -1     0
#>