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brainGraph (version 2.7.3)

centr_lev: Calculate a vertex's leverage centrality

Description

Calculates the leverage centrality of each vertex in a graph.

Usage

centr_lev(g)

Arguments

g

An igraph graph object

Value

A vector of the leverage centrality for all vertices.

Details

The leverage centrality relates a vertex's degree with the degree of its neighbors. The equation is: $$l_i = \frac{1}{k_i} \sum_{j \in N_i} \frac{k_i - k_j}{k_i + k_j}$$ where \(k_i\) is the degree of the \(i^{th}\) vertex and \(N_i\) is the set of neighbors of i. This function replaces NaN with NA (for functions that have the argument na.rm).

This function was adapted from the igraph wiki (http://igraph.wikidot.com).

References

Joyce K.E., Laurienti P.J., Burdette J.H., Hayasaka S. (2010) A new measure of centrality for brain networks. PLoS One, 5(8):e12200.

See Also

Other Centrality functions: centr_betw_comm