Degree Correlation Between Layers

Measures hub consistency across layers via degree correlation.

Usage

layer_degree_correlation(layers, mode = c("total", "in", "out"))

ldegcor(layers, mode = c("total", "in", "out"))

Arguments

layers

List of adjacency matrices

mode

Degree type: "total", "in", "out"

Value

Correlation matrix between layer degree sequences

Examples

mat1 <- matrix(c(0, 1, 0, 1, 0, 1, 0, 1, 0), 3, 3)
mat2 <- matrix(c(0, 0, 1, 1, 0, 0, 0, 1, 0), 3, 3)
layers <- list(L1 = mat1, L2 = mat2)
layer_degree_correlation(layers, mode = "total")
#> Warning: the standard deviation is zero
#>    L1 L2
#> L1  1 NA
#> L2 NA  1