brainconn.centrality.module_degree_zscore

module_degree_zscore(W, ci, flag=0)

The within-module degree z-score is a within-module version of degree centrality.

Parameters:

• W (NxN numpy.ndarray) – binary/weighted directed/undirected connection matrix
• ci (Nx1 np.array_like) – community affiliation vector
• flag (int) –

  Graph type. 0: undirected graph (default)

  1: directed graph in degree 2: directed graph out degree 3: directed graph in and out degree

Returns:

Z – within-module degree Z-score

Return type:

Nx1 numpy.ndarray