RME_erdos: Generate an ensemble of Erdos-Renyi transition matrices

In RMAT: Random Matrix Analysis Toolkit

Description

Given the same arguments as RM_norm, this function returns an ensemble of random Erdos-Renyi stochastic matrices. While random matrices usually do not exude unique properties on their own, they do indeed have deterministic properties at the ensemble level in terms of their spectral statistics.

Usage

RME_erdos(N, p, size)

Arguments

N	number of dimensions of the square matrix
p	the probability two vertices are connected in an Erdos-Renyi graph.
size	the size of the ensemble (i.e. number of matrices)

Value

An ensemble (list) of Erdos-Renyi transition matrices as specified by the matrix arguments.

Examples

# Generate an ensemble of 10x10 Erdos-Renyi transition matrices of size 50 with p = 0.7
ensemble <- RME_erdos(N = 10, p = 0.7, size = 50)

RMAT documentation built on April 28, 2021, 9:06 a.m.